Image / Video Detection & Recognition – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-05-19T22:17:46Z http://www.open-lab.net/blog/feed/ Anu Srivastava <![CDATA[NVIDIA Accelerates Inference on Meta Llama 4 Scout and Maverick]]> http://www.open-lab.net/blog/?p=98468 2025-04-22T23:57:03Z 2025-04-06T02:18:34Z The newest generation of the popular Llama AI models is here with Llama 4 Scout and Llama 4 Maverick. Accelerated by NVIDIA open-source software, they can...]]> The newest generation of the popular Llama AI models is here with Llama 4 Scout and Llama 4 Maverick. Accelerated by NVIDIA open-source software, they can...Decorative image of a llama in sunglasses standing on two feet, with a shadow that is flexing it's muscles.

The newest generation of the popular Llama AI models is here with Llama 4 Scout and Llama 4 Maverick. Accelerated by NVIDIA open-source software, they can achieve over 40K output tokens per second on NVIDIA Blackwell B200 GPUs, and are available to try as NVIDIA NIM microservices. The Llama 4 models are now natively multimodal and multilingual using a mixture-of-experts (MoE) architecture.

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Anu Srivastava <![CDATA[Latest Multimodal Addition to Microsoft Phi SLMs Trained on NVIDIA GPUs]]> http://www.open-lab.net/blog/?p=96519 2025-04-23T02:39:30Z 2025-02-26T22:05:00Z Large language models (LLMs) have permeated every industry and changed the potential of technology. However, due to their massive size they are not practical...]]> Large language models (LLMs) have permeated every industry and changed the potential of technology. However, due to their massive size they are not practical...An image of a phone with a chatbot dialog on the screen but also showing the inside of the phone.

Large language models (LLMs) have permeated every industry and changed the potential of technology. However, due to their massive size they are not practical for the current resource constraints that many companies have. The rise of small language models (SLMs) bridge quality and cost by creating models with a smaller resource footprint. SLMs are a subset of language models that tend to��

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Joanne Chang <![CDATA[Just Released: NVIDIA DeepStream 7.1]]> http://www.open-lab.net/blog/?p=92695 2024-12-12T19:46:55Z 2024-11-25T16:40:22Z The new release introduces Python support in Service Maker to accelerate real-time multimedia and AI inference applications with a powerful GStreamer...]]> The new release introduces Python support in Service Maker to accelerate real-time multimedia and AI inference applications with a powerful GStreamer...

The new release introduces Python support in Service Maker to accelerate real-time multimedia and AI inference applications with a powerful GStreamer abstraction layer.

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Samuel Ochoa <![CDATA[Build Multimodal Visual AI Agents Powered by NVIDIA NIM]]> http://www.open-lab.net/blog/?p=90989 2024-11-14T19:40:37Z 2024-10-31T20:20:01Z The exponential growth of visual data��ranging from images to PDFs to streaming videos��has made manual review and analysis virtually impossible....]]> The exponential growth of visual data��ranging from images to PDFs to streaming videos��has made manual review and analysis virtually impossible....Decorative image.

The exponential growth of visual data��ranging from images to PDFs to streaming videos��has made manual review and analysis virtually impossible. Organizations are struggling to transform this data into actionable insights at scale, leading to missed opportunities and increased risks. To solve this challenge, vision-language models (VLMs) are emerging as powerful tools��

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Trisha Tripathi <![CDATA[Orchestrating Innovation at Scale with NVIDIA Maxine and Texel]]> http://www.open-lab.net/blog/?p=87546 2024-09-19T19:30:48Z 2024-09-16T21:19:41Z The NVIDIA Maxine AI developer platform is a suite of NVIDIA NIM microservices, cloud-accelerated microservices, and SDKs that offer state-of-the-art features...]]> The NVIDIA Maxine AI developer platform is a suite of NVIDIA NIM microservices, cloud-accelerated microservices, and SDKs that offer state-of-the-art features...Two images of the same person, one looking away from the camera (before) and one looking directly at the camera (after). A label in the lower right says Texel.

The NVIDIA Maxine AI developer platform is a suite of NVIDIA NIM microservices, cloud-accelerated microservices, and SDKs that offer state-of-the-art features for enhancing real-time video and audio. NVIDIA partners use Maxine features to create better virtual interaction experiences and improve human connections with their applications. Making and maintaining eye contact are rare in virtual��

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Monika Jhuria <![CDATA[New Foundational Models and Training Capabilities with NVIDIA TAO 5.5]]> http://www.open-lab.net/blog/?p=87263 2024-09-09T19:37:08Z 2024-08-28T16:00:00Z NVIDIA TAO is a framework designed to simplify and accelerate the development and deployment of AI models. It enables you to use pretrained models, fine-tune...]]> NVIDIA TAO is a framework designed to simplify and accelerate the development and deployment of AI models. It enables you to use pretrained models, fine-tune...GIF shows multiple photos and images selected within the photos according to a prompt, such as

NVIDIA TAO is a framework designed to simplify and accelerate the development and deployment of AI models. It enables you to use pretrained models, fine-tune them with your own data, and optimize the models for specific use cases without needing deep AI expertise. TAO integrates seamlessly with the NVIDIA hardware and software ecosystem, providing tools for efficient AI model training��

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Shuo Wang <![CDATA[Simplifying Camera Calibration to Enhance AI-Powered Multi-Camera Tracking]]> http://www.open-lab.net/blog/?p=87901 2024-09-05T17:57:21Z 2024-08-27T18:30:00Z This post is the third in a series on building multi-camera tracking vision AI applications. We introduce the overall end-to-end workflow and fine-tuning...]]> This post is the third in a series on building multi-camera tracking vision AI applications. We introduce the overall end-to-end workflow and fine-tuning...

This post is the third in a series on building multi-camera tracking vision AI applications. We introduce the overall end-to-end workflow and fine-tuning process to enhance system accuracy in the first part and second part. NVIDIA Metropolis is an application framework and set of developer tools that leverages AI for visual data analysis across industries. Its multi-camera tracking reference��

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Maryam Motamedi <![CDATA[Elevating Video Communication with the NVIDIA Maxine AI Developer Platform and VideoRequest]]> http://www.open-lab.net/blog/?p=87143 2024-08-22T18:25:00Z 2024-08-12T21:53:11Z Effective video communication is important for everyone who communicates online. For businesses, educators, and content creators, it is vital. NVIDIA Maxine is...]]> Effective video communication is important for everyone who communicates online. For businesses, educators, and content creators, it is vital. NVIDIA Maxine is...Image showing side by side comparison of person on webcam. Left side has the input with the user gazing off screen, the right side has the user��s background replaced with a scene of mountains and the user��s eyes are focused on the camera.

Effective video communication is important for everyone who communicates online. For businesses, educators, and content creators, it is vital. NVIDIA Maxine is a suite of NVIDIA-accelerated SDKs, cloud-native containerized NVIDIA NIM microservices for deploying AI features that enhance real-time audio and video for video conferencing, digital humans, virtual presence, and content creation.

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Elias Wolfberg <![CDATA[AI-Enhanced Navigation Charts Safer Waters for Massive Ships]]> http://www.open-lab.net/blog/?p=84076 2025-02-04T19:49:56Z 2024-06-25T16:00:00Z Maritime startup Orca AI is pioneering safety at sea with its AI-powered navigation system, which provides real-time video processing to help crews make...]]> Maritime startup Orca AI is pioneering safety at sea with its AI-powered navigation system, which provides real-time video processing to help crews make...

Maritime startup Orca AI is pioneering safety at sea with its AI-powered navigation system, which provides real-time video processing to help crews make data-driven decisions in congested waters and low-visibility conditions. Every year, thousands of massive 100-million-pound vessels, ferrying $14T worth of goods, cross the world��s oceans and waterways, fighting to keep to tight deadlines.

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Amr Elmeleegy <![CDATA[Enhancing the Apparel Shopping Experience with AI, Emoji-Aware OCR, and Snapchat��s Screenshop]]> http://www.open-lab.net/blog/?p=82250 2025-03-18T18:30:13Z 2024-05-17T17:33:20Z Ever spotted someone in a photo wearing a cool shirt or some unique apparel and wondered where they got it? How much did it cost? Maybe you've even thought...]]> Ever spotted someone in a photo wearing a cool shirt or some unique apparel and wondered where they got it? How much did it cost? Maybe you've even thought...Picture of a clothing store.

As of 3/18/25, NVIDIA Triton Inference Server is now NVIDIA Dynamo. Ever spotted someone in a photo wearing a cool shirt or some unique apparel and wondered where they got it? How much did it cost? Maybe you��ve even thought about buying one for yourself. This challenge inspired Snap��s ML engineering team to introduce Screenshop, a service within Snapchat��s app that uses AI to locate��

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Carlos Garcia-Sierra <![CDATA[NVIDIA DeepStream 7.0 Milestone Release for Next-Gen Vision AI Development]]> http://www.open-lab.net/blog/?p=82050 2024-09-04T22:00:17Z 2024-05-14T22:50:34Z NVIDIA DeepStream is a powerful SDK that unlocks GPU-accelerated building blocks to build end-to-end vision AI pipelines. With more than 40+ plugins available...]]> NVIDIA DeepStream is a powerful SDK that unlocks GPU-accelerated building blocks to build end-to-end vision AI pipelines. With more than 40+ plugins available...Decorative image.

NVIDIA DeepStream is a powerful SDK that unlocks GPU-accelerated building blocks to build end-to-end vision AI pipelines. With more than 40+ plugins available off-the-shelf, you can deploy fully optimized pipelines with cutting-edge AI Inference, object tracking, and seamless integration with popular IoT message brokers such as REDIS, Kafka, and MQTT. DeepStream offers intuitive REST APIs to��

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Samuel Ochoa <![CDATA[Bringing Generative AI to the Edge with NVIDIA Metropolis Microservices for Jetson]]> http://www.open-lab.net/blog/?p=76663 2024-06-17T16:36:14Z 2024-01-23T17:00:00Z NVIDIA Metropolis Microservices for Jetson has been renamed to Jetson Platform Services, and is now part of NVIDIA JetPack SDK 6.0. NVIDIA Metropolis...]]> NVIDIA Metropolis Microservices for Jetson has been renamed to Jetson Platform Services, and is now part of NVIDIA JetPack SDK 6.0. NVIDIA Metropolis...GIF of factory floor with people, pallets, and equipment in bounding boxes.

NVIDIA Metropolis Microservices for Jetson has been renamed to Jetson Platform Services, and is now part of NVIDIA JetPack SDK 6.0. NVIDIA Metropolis Microservices for Jetson provides a suite of easy-to-deploy services that enable you to quickly build production-quality vision AI applications while using the latest AI approaches. This post explains how to develop and deploy generative AI��

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Ashraf Eassa <![CDATA[New NVIDIA NeMo Framework Features and NVIDIA H200 Supercharge LLM Training Performance and Versatility]]> http://www.open-lab.net/blog/?p=74615 2024-04-15T19:49:44Z 2023-12-04T18:00:00Z The rapid growth in the size, complexity, and diversity of large language models (LLMs) continues to drive an insatiable need for AI training performance....]]> The rapid growth in the size, complexity, and diversity of large language models (LLMs) continues to drive an insatiable need for AI training performance....Illustration representing NeMo Framework.

The rapid growth in the size, complexity, and diversity of large language models (LLMs) continues to drive an insatiable need for AI training performance. Delivering top performance requires the ability to train models at the scale of an entire data center efficiently. This is achieved through exceptional craftsmanship at every layer of the technology stack, spanning chips, systems, and software.

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Brad Nemire <![CDATA[Take the ��AI Innovation Challenge�� and Unleash Your Creativity with NVIDIA Jetson?]]> http://www.open-lab.net/blog/?p=74503 2023-12-14T19:27:36Z 2023-11-28T20:29:51Z NVIDIA and SparkFun invite developers to build innovative AI applications using the NVIDIA Jetson. Enter now.]]> NVIDIA and SparkFun invite developers to build innovative AI applications using the NVIDIA Jetson. Enter now.

NVIDIA and SparkFun invite developers to build innovative AI applications using the NVIDIA Jetson. Enter now.

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Chintan Shah <![CDATA[Access the Latest in Vision AI Model Development Workflows with NVIDIA TAO Toolkit 5.0]]> http://www.open-lab.net/blog/?p=62089 2023-08-10T17:11:20Z 2023-07-25T15:50:00Z NVIDIA TAO Toolkit provides a low-code AI framework to accelerate vision AI model development suitable for all skill levels, from novice beginners to expert...]]> NVIDIA TAO Toolkit provides a low-code AI framework to accelerate vision AI model development suitable for all skill levels, from novice beginners to expert...TAO Toolkit graphic

NVIDIA TAO Toolkit provides a low-code AI framework to accelerate vision AI model development suitable for all skill levels, from novice beginners to expert data scientists. With the TAO Toolkit, developers can use the power and efficiency of transfer learning to achieve state-of-the-art accuracy and production-class throughput in record time with adaptation and optimization.

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Jason Black <![CDATA[Webinar: Unleash the Power of Vision Transformers]]> http://www.open-lab.net/blog/?p=66940 2023-07-28T21:28:59Z 2023-06-21T21:32:59Z Learn how Vision Transformers are revolutionizing AI applications with image understanding and analysis.]]> Learn how Vision Transformers are revolutionizing AI applications with image understanding and analysis.3 different versions of computer visions overlays of a road with pedestrians.

Learn how Vision Transformers are revolutionizing AI applications with image understanding and analysis.

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Ankush Agarwal <![CDATA[Exelon Uses Synthetic Data Generation of Grid Infrastructure to Automate Drone Inspection]]> http://www.open-lab.net/blog/?p=64182 2023-06-09T23:06:09Z 2023-05-01T21:07:04Z Most drone inspections still require a human to manually inspect the video for defects. Computer vision can help automate and accelerate this inspection...]]> Most drone inspections still require a human to manually inspect the video for defects. Computer vision can help automate and accelerate this inspection...

Most drone inspections still require a human to manually inspect the video for defects. Computer vision can help automate and accelerate this inspection process. However, training a computer vision model to automate inspection is difficult without a large pool of labeled data for every possible defect. In a recent session at NVIDIA GTC, we shared how Exelon is using synthetic data generation��

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Akhil Docca <![CDATA[How to Train a Defect Detection Model Using Synthetic Data with NVIDIA Omniverse Replicator]]> http://www.open-lab.net/blog/?p=63357 2023-11-30T17:33:37Z 2023-04-19T18:30:00Z According to the American Society of Quality (ASQ), defects cost manufacturers nearly 20% of overall sales revenue. The products that we interact with on a...]]> According to the American Society of Quality (ASQ), defects cost manufacturers nearly 20% of overall sales revenue. The products that we interact with on a...Car and scratched panel

According to the American Society of Quality (ASQ), defects cost manufacturers nearly 20% of overall sales revenue. The products that we interact with on a daily basis��like phones, cars, televisions, and computers��must be manufactured with precision so that they can deliver value in varying conditions and scenarios. AI-based computer vision applications are helping to catch defects in the��

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Paul Shin <![CDATA[State-of-the-Art Real-time Multi-Object Trackers with NVIDIA DeepStream SDK 6.2]]> http://www.open-lab.net/blog/?p=62929 2023-04-20T21:08:31Z 2023-04-19T17:52:08Z When you observe something over a period of time, you can find trends or patterns that enable predictions. With predictions, you can, for example, proactively...]]> When you observe something over a period of time, you can find trends or patterns that enable predictions. With predictions, you can, for example, proactively...

When you observe something over a period of time, you can find trends or patterns that enable predictions. With predictions, you can, for example, proactively alert yourself to take appropriate action. More specifically, when you observe moving objects, the trajectory is one of the most important ways to understand the target object behavior, through which you can gain actionable insights��

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Suhas Hariharapura Sheshadri https://www.linkedin.com/in/suhassheshadri/ <![CDATA[Build High Performance Robotic Applications with NVIDIA Isaac ROS Developer Preview 3]]> http://www.open-lab.net/blog/?p=63440 2023-10-20T18:02:36Z 2023-04-18T17:00:00Z Robots are increasing in complexity, with a higher degree of autonomy, a greater number and diversity of sensors, and more sensor fusion-based algorithms....]]> Robots are increasing in complexity, with a higher degree of autonomy, a greater number and diversity of sensors, and more sensor fusion-based algorithms....Robots in manufacturing facility

Robots are increasing in complexity, with a higher degree of autonomy, a greater number and diversity of sensors, and more sensor fusion-based algorithms. Hardware acceleration is essential to run these increasingly complex workloads, enabling robotics applications that can run larger workloads with more speed and power efficiency. The mission of NVIDIA Isaac ROS has always been to empower��

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Debraj Sinha <![CDATA[Metropolis Spotlight: Lumeo Simplifies Vision AI Development]]> http://www.open-lab.net/blog/?p=63330 2023-06-09T22:30:33Z 2023-04-12T22:13:50Z Over a billion cameras are deployed in the most important spaces worldwide and these cameras are critical sources of video and data. It is becoming increasingly...]]> Over a billion cameras are deployed in the most important spaces worldwide and these cameras are critical sources of video and data. It is becoming increasingly...

Over a billion cameras are deployed in the most important spaces worldwide and these cameras are critical sources of video and data. It is becoming increasingly important to understand how to harness this data to make our spaces and processes more efficient and safer. Lumeo, an NVIDIA Metropolis partner, provides a ��no-code�� video analytics platform that enables developers and solution��

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Shashank Gaur <![CDATA[Topic Modeling and Image Classification with Dataiku and NVIDIA Data Science]]> http://www.open-lab.net/blog/?p=62857 2023-11-03T07:15:04Z 2023-04-04T18:30:00Z The Dataiku platform for everyday AI simplifies deep learning. Use cases are far-reaching, from image classification to object detection and natural language...]]> The Dataiku platform for everyday AI simplifies deep learning. Use cases are far-reaching, from image classification to object detection and natural language...Twitter topic model Dataiku diagram

The Dataiku platform for everyday AI simplifies deep learning. Use cases are far-reaching, from image classification to object detection and natural language processing (NLP). Dataiku helps you with labeling, model training, explainability, model deployment, and centralized management of code and code environments. This post dives into high-level Dataiku and NVIDIA integrations for image��

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Debraj Sinha <![CDATA[New NVIDIA Metropolis Microservices Fast-Tracks Cloud-Native Vision AI Development]]> http://www.open-lab.net/blog/?p=61347 2023-06-09T22:39:09Z 2023-03-06T18:00:00Z Vision AI-powered applications are exploding in terms of value and adoption across industries. They��re being developed both by sophisticated AI developers and...]]> Vision AI-powered applications are exploding in terms of value and adoption across industries. They��re being developed both by sophisticated AI developers and...

Vision AI-powered applications are exploding in terms of value and adoption across industries. They��re being developed both by sophisticated AI developers and those totally new to AI. Both types of developers are being challenged with more complex solution requirements and faster time to market. Building these vision AI solutions requires a scalable, distributed architecture and tools that��

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Sunil Patel <![CDATA[Applying Inference over Specific Frame Regions with NVIDIA DeepStream]]> http://www.open-lab.net/blog/?p=51093 2022-08-30T19:15:08Z 2022-07-27T15:00:00Z Detecting objects in high-resolution input is a well-known problem in computer vision. When a certain area of the frame is of interest, inference over the...]]> Detecting objects in high-resolution input is a well-known problem in computer vision. When a certain area of the frame is of interest, inference over the...

Detecting objects in high-resolution input is a well-known problem in computer vision. When a certain area of the frame is of interest, inference over the complete frame is unnecessary. There are two ways to solve this issue: In many ways, the first approach is difficult. Training a model with large input often requires larger backbones, making the overall model bulkier.

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Ashraf Eassa <![CDATA[The Full Stack Optimization Powering NVIDIA MLPerf Training v2.0 Performance]]> http://www.open-lab.net/blog/?p=49597 2023-07-05T19:27:00Z 2022-06-30T18:00:00Z MLPerf benchmarks are developed by a consortium of AI leaders across industry, academia, and research labs, with the aim of providing standardized, fair, and...]]> MLPerf benchmarks are developed by a consortium of AI leaders across industry, academia, and research labs, with the aim of providing standardized, fair, and...

MLPerf benchmarks are developed by a consortium of AI leaders across industry, academia, and research labs, with the aim of providing standardized, fair, and useful measures of deep learning performance. MLPerf training focuses on measuring time to train a range of commonly used neural networks for the following tasks: Lower training times are important to speed time to deployment��

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Zhiding Yu https://chrisding.github.io/ <![CDATA[Segment Objects without Masks and Reduce Annotation Effort Using the DiscoBox DL Framework]]> http://www.open-lab.net/blog/?p=45220 2023-10-20T18:03:35Z 2022-03-24T14:00:00Z Instance segmentation is a core visual recognition problem for detecting and segmenting objects. In the past several years, this area has been one of the holy...]]> Instance segmentation is a core visual recognition problem for detecting and segmenting objects. In the past several years, this area has been one of the holy...High quality instance segmentation done fast and efficiently with DiscoBox.

Instance segmentation is a core visual recognition problem for detecting and segmenting objects. In the past several years, this area has been one of the holy grails in the computer vision community with wide applications ranging from autonomous vehicles (AV), robotics, video analysis, smart home, digital human, and healthcare. Annotation, the process of classifying every object in an image��

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Michael Boone <![CDATA[Guide to Computer Vision: Why It Matters and How It Helps Solve Problems]]> http://www.open-lab.net/blog/?p=45313 2023-03-22T01:19:14Z 2022-03-21T15:00:00Z This post was written to enable the beginner developer community, especially those new to computer vision and computer science. NVIDIA recognizes that solving...]]> This post was written to enable the beginner developer community, especially those new to computer vision and computer science. NVIDIA recognizes that solving...

This post was written to enable the beginner developer community, especially those new to computer vision and computer science. NVIDIA recognizes that solving and benefiting the world��s visual computing challenges through computer vision and artificial intelligence requires all of us. NVIDIA is excited to partner and dedicate this post to the Black Women in Artificial Intelligence.

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Shashank Deshpande <![CDATA[Curating Data for Transfer Learning with the NVIDIA TAO Toolkit and Innotescus]]> http://www.open-lab.net/blog/?p=44615 2023-06-12T21:04:08Z 2022-03-01T02:02:00Z AI applications are powered by machine learning models that are trained to predict outcomes accurately based on input data such as images, text, or audio....]]> AI applications are powered by machine learning models that are trained to predict outcomes accurately based on input data such as images, text, or audio....

AI applications are powered by machine learning models that are trained to predict outcomes accurately based on input data such as images, text, or audio. Training a machine learning model from scratch requires vast amounts of data and a considerable amount of human expertise, often making the process too expensive and time-consuming for most organizations. Transfer learning is the happy��

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Chintan Shah <![CDATA[Developing and Deploying Your Custom Action Recognition Application Without Any AI Expertise Using NVIDIA TAO and NVIDIA DeepStream]]> http://www.open-lab.net/blog/?p=41679 2023-02-13T18:56:06Z 2021-12-02T17:39:49Z As humans, we are constantly on the move and performing several actions such as walking, running, and sitting every single day. These actions are a natural...]]> As humans, we are constantly on the move and performing several actions such as walking, running, and sitting every single day. These actions are a natural...

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Priti Gavali <![CDATA[Creating an Apparel Detection App with NVIDIA GPU-Accelerated AI Technologies]]> http://www.open-lab.net/blog/?p=37983 2023-02-13T18:56:56Z 2021-10-08T19:57:48Z This guest post was submitted by Drishtic AI Lead Developer, Priti Gavali and Technical Architect, Archana Borawake. The fashion industry is seeing many changes...]]> This guest post was submitted by Drishtic AI Lead Developer, Priti Gavali and Technical Architect, Archana Borawake. The fashion industry is seeing many changes...People with pieces of clothes labeled by AI.

This guest post was submitted by Drishtic AI Lead Developer, Priti Gavali and Technical Architect, Archana Borawake. The fashion industry is seeing many changes in terms of new technologies and evolving consumer trends. As one of the fastest-growing sectors in retail, the fashion industry is using data to better understand consumer��s clothing tastes and preferences. Drishtic AI��s solution��

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Sarah Todd <![CDATA[NVIDIA GTC: Computer Vision Sessions Span Retail, Ag, Healthcare, and More]]> http://www.open-lab.net/blog/?p=38350 2023-03-14T18:29:48Z 2021-10-08T18:17:48Z See the latest AI-vision advancements in developer tools, accelerated research, smart spaces, and deploying AI at the edge.  With innovation happening...]]> See the latest AI-vision advancements in developer tools, accelerated research, smart spaces, and deploying AI at the edge.  With innovation happening...IVA GTC promo graphic.

See the latest AI-vision advancements in developer tools, accelerated research, smart spaces, and deploying AI at the edge. With innovation happening across many industries, don��t miss all the exciting use cases and discoveries that will be presented at this GTC. NVIDIA GTC runs from November 8-11, with a focus on all things computer vision��including Intelligent Video Analytics��

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Jean Kossaifi <![CDATA[NVIDIA Research: Tensors Are the Future of Deep Learning]]> http://www.open-lab.net/blog/?p=36445 2023-10-20T18:04:27Z 2021-09-01T01:40:34Z This post discusses tensor methods, how they are used in NVIDIA, and how they are central to the next generation of AI algorithms. Tensors in modern machine...]]> This post discusses tensor methods, how they are used in NVIDIA, and how they are central to the next generation of AI algorithms. Tensors in modern machine...

This post discusses tensor methods, how they are used in NVIDIA, and how they are central to the next generation of AI algorithms. Tensors, which generalize matrices to more than two dimensions, are everywhere in modern machine learning. From deep neural networks features to videos or fMRI data, the structure in these higher-order tensors is often crucial.

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Blog Admin http://www.nvidia.com/ <![CDATA[Facebook Self-Supervised AI Outperforms State-of-the-Art Computer Vision Models]]> https://news.www.open-lab.net/?p=19487 2022-08-21T23:51:07Z 2021-03-05T22:06:31Z Facebook AI researchers this week announced SEER, a self-supervised model that surpasses the best self-supervised systems, and also outperforms supervised...]]> Facebook AI researchers this week announced SEER, a self-supervised model that surpasses the best self-supervised systems, and also outperforms supervised...

Facebook AI researchers this week announced SEER, a self-supervised model that surpasses the best self-supervised systems, and also outperforms supervised models on tasks including image classification, object detection, and segmentation. Combining RegNet architectures with the SwAV online clustering approach, SEER is a billion-parameter model pretrained on a billion random images.

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Brad Nemire <![CDATA[Meet the Researcher: Lorenzo Baraldi, Artificial Intelligence for Vision, Language and Embodied AI]]> https://news.www.open-lab.net/?p=19307 2022-08-21T23:51:06Z 2021-02-23T17:29:17Z ��Meet the Researcher�� is a monthly series in which we spotlight different researchers in academia who are using NVIDIA technologies to accelerate their...]]> ��Meet the Researcher�� is a monthly series in which we spotlight different researchers in academia who are using NVIDIA technologies to accelerate their...

��Meet the Researcher�� is a monthly series in which we spotlight different researchers in academia who are using NVIDIA technologies to accelerate their work. This month, we spotlight Lorenzo Baraldi, Assistant Professor at the University of Modena and Reggio Emilia in Italy. Before working as a professor, Baraldi was a research intern at Facebook AI Research. He serves as an Associate Editor��

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Nefi Alarcon <![CDATA[Jetson Project of the Month: DR-SPAAM, Person Detector For 2D Range Data]]> https://news.www.open-lab.net/?p=18850 2022-08-21T23:50:51Z 2020-12-03T14:24:06Z Dan Jia, Alexander Hermans, and Bastian Leibe of RWTH Aachen University were awarded the Jetson Project of the Month for DR-SPAAM Detector. The Distance Robust...]]> Dan Jia, Alexander Hermans, and Bastian Leibe of RWTH Aachen University were awarded the Jetson Project of the Month for DR-SPAAM Detector. The Distance Robust...

Dan Jia, Alexander Hermans, and Bastian Leibe of RWTH Aachen University were awarded the Jetson Project of the Month for DR-SPAAM Detector. The Distance Robust Spatial Attention and Auto-regressive Model (DR-SPAAM), which runs on a Jetson AGX Xavier, is a deep learning model for detecting persons in 2D range sequences from a laser scanner. Sensors such as RGB(-D) cameras and lidars or a��

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Nefi Alarcon <![CDATA[How NVIDIA DriveWorks Ensures AV Sensors Stay Aligned]]> https://news.www.open-lab.net/?p=18798 2022-08-21T23:50:49Z 2020-11-23T15:12:44Z Lidars and cameras alone aren��t enough to put self-driving into action. Sensor diversity is a cornerstone of autonomous driving. However, it only works if...]]> Lidars and cameras alone aren��t enough to put self-driving into action. Sensor diversity is a cornerstone of autonomous driving. However, it only works if...

Lidars and cameras alone aren��t enough to put self-driving into action. Sensor diversity is a cornerstone of autonomous driving. However, it only works if every sensor is in alignment. The NVIDIA DriveWorks SDK makes it possible to perform sensor calibration both offline, before the vehicle hits the road, and while the vehicle is driving with self-calibration. Developers can learn how to use��

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Nefi Alarcon <![CDATA[Grandmaster Series �C How to Perform Large-Scale Image Classification]]> https://news.www.open-lab.net/?p=18758 2022-08-21T23:50:48Z 2020-11-18T16:01:14Z In episode two of the Grandmaster Series, learn how participating members of the Kaggle Grandmasters of NVIDIA (KGMON) built large-scale image classification...]]> In episode two of the Grandmaster Series, learn how participating members of the Kaggle Grandmasters of NVIDIA (KGMON) built large-scale image classification...

In episode two of the Grandmaster Series, learn how participating members of the Kaggle Grandmasters of NVIDIA (KGMON) built large-scale image classification models to win the Google Landmark Recognition 2020 Kaggle competition. In this landmark recognition challenge, the team had to build models that recognize the correct landmark (if any) in a dataset of complicated test images.

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Nefi Alarcon <![CDATA[NASA Study Uses AI and Supercomputers to Reveal Billions of Trees in the Sahara Desert]]> https://news.www.open-lab.net/?p=18562 2022-08-21T23:50:40Z 2020-10-22T03:40:17Z NASA scientists and collaborators have achieved a supercomputing and AI breakthrough, a deep learning model that has the potential, with some limitations, to...]]> NASA scientists and collaborators have achieved a supercomputing and AI breakthrough, a deep learning model that has the potential, with some limitations, to...

NASA scientists and collaborators have achieved a supercomputing and AI breakthrough, a deep learning model that has the potential, with some limitations, to map the location and size of every tree worldwide. The new model, described in a new Nature paper, lays the foundation for a more accurate global measure of carbon storage on land. In this particular study, the team counted over 1.8��

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Nefi Alarcon <![CDATA[Speedup End-to-End Vision AI Using Transfer Learning Toolkit 2.0 & DeepStream SDK 5.0]]> https://news.www.open-lab.net/?p=17648 2022-08-21T23:50:10Z 2020-08-04T13:29:00Z Advanced video analysis solutions are in great demand across multiple industries. Some of the popular use-cases include retail aisles to understand customer...]]> Advanced video analysis solutions are in great demand across multiple industries. Some of the popular use-cases include retail aisles to understand customer...

Advanced video analysis solutions are in great demand across multiple industries. Some of the popular use-cases include retail aisles to understand customer brand sentiment, occupancy analytics for crowd management in mass transit locations, optimizing vehicle traffic patterns in cities, hospitals, and malls for social distancing protocols, and defect detection in manufacturing facilities.

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Nefi Alarcon <![CDATA[Jetson Project of the Month: Qrio �C an interactive AI bot]]> https://news.www.open-lab.net/?p=17356 2023-04-06T03:06:09Z 2020-06-26T19:59:57Z Agustinus (Gus) Nalwan was awarded the Jetson Project of the Month for his interactive AI bot, Qrio. This bot, running on the NVIDIA Jetson Nano, can ask for a...]]> Agustinus (Gus) Nalwan was awarded the Jetson Project of the Month for his interactive AI bot, Qrio. This bot, running on the NVIDIA Jetson Nano, can ask for a...

Agustinus (Gus) Nalwan was awarded the Jetson Project of the Month for his interactive AI bot, Qrio. This bot, running on the NVIDIA Jetson Nano, can ask for a toy, identify and state its name and play videos related to it. Gus was inspired by the curiosity of his toddler and fondly named the bot, Qrio (a clever combination of the words: ��question�� and ��curiosity��). The functionality of the��

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Sandra Skaff <![CDATA[NVIDIA Academic Partners and Inception Members Present AI Research at CVPR 2020]]> https://news.www.open-lab.net/?p=17199 2022-08-21T23:49:55Z 2020-06-16T17:15:31Z CVPR is one of the main conferences which provide researchers and engineers with the opportunity to meet and discuss their amazing work. This year, with CVPR...]]> CVPR is one of the main conferences which provide researchers and engineers with the opportunity to meet and discuss their amazing work. This year, with CVPR...

CVPR is one of the main conferences which provide researchers and engineers with the opportunity to meet and discuss their amazing work. This year, with CVPR and other conferences going virtual, we take the opportunity to recognize our academic and Inception industry partners�� work at CVPR 2020 through this post. Here��s one paper from UC Berkeley researchers: While machine learning at the edge��

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Nefi Alarcon <![CDATA[CVPR 2020: NVIDIA Research Supercharges Autonomous Vehicle Perception Testing]]> https://news.www.open-lab.net/?p=17186 2022-08-21T23:49:54Z 2020-06-16T14:05:50Z GPU parallel computing is delivering high performance to autonomous vehicle evaluation. In a research paper presented at the Computer Vision and Pattern...]]> GPU parallel computing is delivering high performance to autonomous vehicle evaluation. In a research paper presented at the Computer Vision and Pattern...

GPU parallel computing is delivering high performance to autonomous vehicle evaluation. In a research paper presented at the Computer Vision and Pattern Recognition Conference (CVPR) this week, NVIDIA GPUs were found to drastically reduce the time it takes to evaluate perception models using a new sophisticated evaluation metric, named Planning Kullback-Leibler Divergence (PKL).

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Nefi Alarcon <![CDATA[NVIDIA Research at CVPR 2020]]> https://news.www.open-lab.net/?p=17167 2022-08-21T23:49:53Z 2020-06-14T19:55:08Z Researchers, developers, and engineers from all over the world are gathering virtually this year for the 2020 Conference on Computer Vision and Pattern...]]> Researchers, developers, and engineers from all over the world are gathering virtually this year for the 2020 Conference on Computer Vision and Pattern...

Researchers, developers, and engineers from all over the world are gathering virtually this year for the 2020 Conference on Computer Vision and Pattern Recognition (CVPR). NVIDIA Research will present its research through oral presentations, posters, and interactive Q&As. NVIDIA��s accepted papers at this year��s online CVPR feature a range of groundbreaking research in the ?eld of computer��

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Nefi Alarcon <![CDATA[PAC-MAN Recreated with AI by NVIDIA Researchers]]> https://news.www.open-lab.net/?p=17104 2023-01-13T17:37:13Z 2020-05-22T13:44:52Z Forty years to the day since PAC-MAN first hit arcades in Japan, and went on to munch a path to global stardom, the retro classic has been reborn, delivered...]]> Forty years to the day since PAC-MAN first hit arcades in Japan, and went on to munch a path to global stardom, the retro classic has been reborn, delivered...

Forty years to the day since PAC-MAN first hit arcades in Japan, and went on to munch a path to global stardom, the retro classic has been reborn, delivered courtesy of AI. Trained on 50,000 episodes of the game, a powerful new AI model created by NVIDIA Research, called NVIDIA GameGAN, can generate a fully functional version of PAC-MAN �� without an underlying game engine. That means that even��

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Nefi Alarcon <![CDATA[Facebook Rolls out a GPU-Accelerated AI Shopping Tool for Marketplace]]> https://news.www.open-lab.net/?p=17086 2022-08-21T23:49:51Z 2020-05-20T23:37:42Z Facebook this week announced a GPU-accelerated model designed for shopping. The model uses AI to automatically identify consumer goods from images to help make...]]> Facebook this week announced a GPU-accelerated model designed for shopping. The model uses AI to automatically identify consumer goods from images to help make...

Facebook this week announced a GPU-accelerated model designed for shopping. The model uses AI to automatically identify consumer goods from images to help make them shoppable. GrokNet, a universal computer vision system, can identify items in categories such as fashion, auto, and home decor. The model is in production today and is available for buyers and sellers in Facebook Marketplace.

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Nefi Alarcon <![CDATA[NVIDIA Releases New Clara Models to Help Fight COVID-19]]> https://news.www.open-lab.net/?p=16970 2023-03-22T01:06:30Z 2020-05-14T13:00:00Z NVIDIA today announced new AI models to help the medical community better track, test and treat COVID-19. Available today, AI models developed jointly with the...]]> NVIDIA today announced new AI models to help the medical community better track, test and treat COVID-19. Available today, AI models developed jointly with the...

NVIDIA today announced new AI models to help the medical community better track, test and treat COVID-19. Available today, AI models developed jointly with the National Institutes of Health (NIH) can help researchers study the severity of COVID-19 from chest CT scans and develop new tools to better understand, measure and detect infections. The models are immediately available in the��

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Nefi Alarcon <![CDATA[U.S. Library of Congress Processes over 16 Million Historic Newspaper Pages Using AI]]> https://news.www.open-lab.net/?p=16914 2022-08-21T23:49:46Z 2020-05-06T17:20:00Z Digitizing millions of historical documents and newspapers is a challenging task.  To help speed up the process, the U.S. Library of Congress developed a...]]> Digitizing millions of historical documents and newspapers is a challenging task.  To help speed up the process, the U.S. Library of Congress developed a...

Digitizing millions of historical documents and newspapers is a challenging task. To help speed up the process, the U.S. Library of Congress developed a GPU-accelerated, deep learning model to automatically extract, categorize, and caption over 16 million pages of historic American newspapers published between 1789 and 1963. The work, which is being made publicly available for��

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Nefi Alarcon <![CDATA[Jetson Project of the Month: Smart Social Distancing with AI]]> https://news.www.open-lab.net/?p=16856 2023-04-06T03:06:25Z 2020-05-06T17:19:00Z Social distancing is one of the most important defenses against the spread of COVID-19. The team at Galliot was awarded the Jetson Project of the Month for...]]> Social distancing is one of the most important defenses against the spread of COVID-19. The team at Galliot was awarded the Jetson Project of the Month for...

Social distancing is one of the most important defenses against the spread of COVID-19. The team at Galliot was awarded the Jetson Project of the Month for their ��Smart Social Distancing with AI�� application. This open-source application based on Jetson Nano helps businesses monitor social distancing practices on their premises and take corrective action in real time. The application��s main��

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Nefi Alarcon <![CDATA[New Software Enhancements for Intelligent Video Analytics and IoT]]> https://news.www.open-lab.net/?p=16830 2024-07-25T20:20:46Z 2020-04-30T21:20:30Z AI developers, data scientists and companies building intelligent video analytics apps face significant challenges in creating and deploying highly accurate AI....]]> AI developers, data scientists and companies building intelligent video analytics apps face significant challenges in creating and deploying highly accurate AI....

AI developers, data scientists and companies building intelligent video analytics apps face significant challenges in creating and deploying highly accurate AI. Some of the key issues include dataset collection and labeling, achieving high accuracy with available dataset, deploying on legacy infrastructure, and scalability of apps and services. With billions of cameras and sensors deployed��

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Nefi Alarcon <![CDATA[Inception Spotlight: Mapillary Introduces Street-Level Dataset for Lifelong Place Recognition]]> https://news.www.open-lab.net/?p=16825 2023-04-06T03:10:41Z 2020-04-29T02:43:40Z Sweden-based Mapillary, a premier member of NVIDIA Inception, uses deep learning to automate mapping. Their platform provides street-level mapping by stitching...]]> Sweden-based Mapillary, a premier member of NVIDIA Inception, uses deep learning to automate mapping. Their platform provides street-level mapping by stitching...

Sweden-based Mapillary, a premier member of NVIDIA Inception, uses deep learning to automate mapping. Their platform provides street-level mapping by stitching together images sourced from its community of individual contributors, companies, and governments. NVIDIA Inception is a startup accelerator. Yesterday, the company announced the release of a new product, the Mapillary Street-Level��

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Nefi Alarcon <![CDATA[AI Helps Doctors Diagnose the Coronavirus]]> https://news.www.open-lab.net/?p=16190 2022-08-21T23:49:24Z 2020-02-28T16:36:21Z At the epicenter of the Coronavirus in Wuhan China, a team of physicians in China are using GPU-accelerated AI software to detect visual signs of the...]]> At the epicenter of the Coronavirus in Wuhan China, a team of physicians in China are using GPU-accelerated AI software to detect visual signs of the...

At the epicenter of the Coronavirus in Wuhan China, a team of physicians in China are using GPU-accelerated AI software to detect visual signs of the coronavirus (Covid 19). Physicians there say the AI-based software, which relies on NVIDIA GPUs for both training and inference, has helped overworked staff screen patients and prioritize those likely to have the virus. The software��

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Nefi Alarcon <![CDATA[Teaching Autonomous Machines to See Transparent Objects]]> https://news.www.open-lab.net/?p=16069 2022-08-21T23:49:21Z 2020-02-14T16:45:00Z To help autonomous machines better sense transparent objects, Google researchers, in collaboration with Columbia University and Synthesis AI, developed...]]> To help autonomous machines better sense transparent objects, Google researchers, in collaboration with Columbia University and Synthesis AI, developed...

To help autonomous machines better sense transparent objects, Google researchers, in collaboration with Columbia University and Synthesis AI, developed ClearGrasp, an algorithm that can accurately estimate the 3D data of clear objects, like a glass container or plastic utensil, from standard RGB images. ��Enabling machines to better sense transparent surfaces would not only improve safety but��

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Nefi Alarcon <![CDATA[Real-Time Object Detection in 10 Lines of Python on Jetson Nano]]> https://news.www.open-lab.net/?p=15834 2022-08-21T23:49:14Z 2020-01-31T16:45:45Z To help you get up-and-running with deep learning and inference on NVIDIA��s Jetson platform, today we are releasing a new video series named Hello AI World to...]]> To help you get up-and-running with deep learning and inference on NVIDIA��s Jetson platform, today we are releasing a new video series named Hello AI World to...

To help you get up-and-running with deep learning and inference on NVIDIA��s Jetson platform, today we are releasing a new video series named Hello AI World to help you get started. In the first episode Dustin Franklin, Developer Evangelist on the Jetson team at NVIDIA, shows you how to perform real-time object detection on the Jetson Nano. In this hands-on tutorial, you��ll learn how��

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Nefi Alarcon <![CDATA[AI System Can Detect Objects Around Corners]]> https://news.www.open-lab.net/?p=15800 2022-08-21T23:49:14Z 2020-01-22T22:21:52Z To help autonomous vehicles and robots potentially spot objects that lie just outside a system��s direct line-of-sight, Stanford, Princeton, Rice, and Southern...]]> To help autonomous vehicles and robots potentially spot objects that lie just outside a system��s direct line-of-sight, Stanford, Princeton, Rice, and Southern...

To help autonomous vehicles and robots potentially spot objects that lie just outside a system��s direct line-of-sight, Stanford, Princeton, Rice, and Southern Methodist universities researchers developed a deep learning-based system that can detect objects, including words and symbols, around corners. ��Compared to other approaches, our non-line-of-sight imaging system provides uniquely high��

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Nefi Alarcon <![CDATA[AI Can Detect Open Parking Spaces]]> https://news.www.open-lab.net/?p=12948 2022-08-21T23:39:14Z 2020-01-19T19:30:57Z With as many as 2 billion parking spaces in the United States, finding an open spot in a major city can be complicated. To help city planners and drivers more...]]> With as many as 2 billion parking spaces in the United States, finding an open spot in a major city can be complicated. To help city planners and drivers more...

With as many as 2 billion parking spaces in the United States, finding an open spot in a major city can be complicated. To help city planners and drivers more efficiently manage and find open spaces, MIT researchers developed a deep learning-based system that can automatically detect open spots from a video feed. ��Parking spaces are costly to build, parking payments are difficult to enforce��

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Nefi Alarcon <![CDATA[AI Helps Improve Tumor Diagnosis in the Operating Room]]> https://news.www.open-lab.net/?p=15726 2022-08-21T23:49:08Z 2020-01-18T20:04:03Z To help neurosurgeons diagnose brain tumors more efficiently, researchers from the University of Michigan developed a deep learning-based imaging technique that...]]> To help neurosurgeons diagnose brain tumors more efficiently, researchers from the University of Michigan developed a deep learning-based imaging technique that...

To help neurosurgeons diagnose brain tumors more efficiently, researchers from the University of Michigan developed a deep learning-based imaging technique that can reduce the tumor diagnosis process during surgery from 30-40 minutes to less than three minutes. First unveiled in 2017, the technique called stimulated Rama histology (SRH) helps neurosurgeons more rapidly assess tumor tissue in��

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Nefi Alarcon <![CDATA[DRIVE Labs: Detecting Road Markings and Landmarks with High Precision]]> https://news.www.open-lab.net/?p=15511 2024-07-25T20:05:16Z 2020-01-18T19:53:49Z By: Xiaolin Lin, Yilin Yang Editor��s note: This is the latest post in our NVIDIA DRIVE Labs series, which takes an engineering-focused look at individual...]]> By: Xiaolin Lin, Yilin Yang Editor��s note: This is the latest post in our NVIDIA DRIVE Labs series, which takes an engineering-focused look at individual...

By: Xiaolin Lin, Yilin Yang Editor��s note: This is the latest post in our NVIDIA DRIVE Labs series, which takes an engineering-focused look at individual autonomous vehicle challenges and how NVIDIA DRIVE addresses them. Catch up on all of our automotive posts, here. Lane and road edge detection is critical for self-driving car development �� lane detection powers systems like lane��

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Nefi Alarcon <![CDATA[New Deep Learning-Based Denoising Model Improves Microscopy Images by 16x]]> https://news.www.open-lab.net/?p=15778 2023-03-14T19:20:15Z 2020-01-18T18:00:14Z To help accelerate microscopic systems, researchers from the Salk Institute, the University of Texas at Austin, fast.AI, and others, developed a new AI-based...]]> To help accelerate microscopic systems, researchers from the Salk Institute, the University of Texas at Austin, fast.AI, and others, developed a new AI-based...

To help accelerate microscopic systems, researchers from the Salk Institute, the University of Texas at Austin, fast.AI, and others, developed a new AI-based microscopy approach that has the potential to make microscopic techniques used for brain imaging 16 times faster. ��Point scanning imaging systems are perhaps the most widely used tools for high-resolution cellular and tissue imaging,����

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Nefi Alarcon <![CDATA[See the Light: DNN-Based Perception for Automatic High Beam Control]]> https://news.www.open-lab.net/?p=15040 2022-08-21T23:39:32Z 2020-01-18T17:41:34Z By JC Li Editor��s note: This is the latest post in our?NVIDIA DRIVE Labs series, which takes an engineering-focused look at individual autonomous vehicle...]]> By JC Li Editor��s note: This is the latest post in our?NVIDIA DRIVE Labs series, which takes an engineering-focused look at individual autonomous vehicle...

By JC Li Editor��s note: This is the latest post in our NVIDIA DRIVE Labs series, which takes an engineering-focused look at individual autonomous vehicle challenges and how NVIDIA DRIVE addresses them. Catch up on all automotive posts. AI can now make it easier for cars to see in the dark, while ensuring other vehicles won��t be blinded by the light. High beam lights can increase the��

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Nefi Alarcon <![CDATA[NVIDIA DeepStream SDK 4.0 Now Available]]> https://news.www.open-lab.net/?p=14434 2022-08-21T23:49:04Z 2020-01-18T14:00:28Z There��s a tremendous opportunity to bring efficiency in our cities, in retail operations, manufacturing lines, shipping and routing in warehouses. The...]]> There��s a tremendous opportunity to bring efficiency in our cities, in retail operations, manufacturing lines, shipping and routing in warehouses. The...

There��s a tremendous opportunity to bring efficiency in our cities, in retail operations, manufacturing lines, shipping and routing in warehouses. The groundwork has already been laid out with billions of sensors and cameras installed worldwide, that are rich sources of data. Yet the ability to extract insights from this information has been challenging, and today��s solutions are siloed for��

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Nefi Alarcon <![CDATA[NYU: Using Neural Networks to Improve Radiologist�� Performance in Breast Cancer Screening]]> https://news.www.open-lab.net/?p=15361 2022-08-21T23:48:57Z 2019-11-26T22:02:33Z By Jason Phang, PhD student at the NYU Center for Data Science Breast cancer is the second leading cancer-related cause of death among women in the US. However,...]]> By Jason Phang, PhD student at the NYU Center for Data Science Breast cancer is the second leading cancer-related cause of death among women in the US. However,...

By Jason Phang, PhD student at the NYU Center for Data Science Breast cancer is the second leading cancer-related cause of death among women in the US. However, screening mammograms require radiologists to arduously pore over extremely high-resolution mammography images, looking for features suggestive of cancerous or suspicious lesions. This appears like an ideal situation to apply deep��

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Nefi Alarcon <![CDATA[143 New Ancient Carvings Discovered with the Help of AI]]> https://news.www.open-lab.net/?p=15438 2025-05-01T18:34:24Z 2019-11-25T16:55:54Z For the first time using AI, researchers from Yamagata University in Japan, in collaboration with IBM, have discovered 142 new geoglyphs, which depict people,...]]> For the first time using AI, researchers from Yamagata University in Japan, in collaboration with IBM, have discovered 142 new geoglyphs, which depict people,...

For the first time using AI, researchers from Yamagata University in Japan, in collaboration with IBM, have discovered 142 new geoglyphs, which depict people, animals, and other beings, on the ancient motifs in the Nazca Pampa region of Peru. The new geoglyphs were identified using high-resolution 3D data, taken from on-site surveys and aerial imagery collected since 2004.

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Nefi Alarcon <![CDATA[Trained on NVIDIA GPUs, Facebook Unveils an AI Fashion Assistant]]> https://news.www.open-lab.net/?p=15342 2022-08-21T23:48:56Z 2019-11-13T17:23:23Z Using GANs, this deep learning-based system can act as a personal fashion designer by recommending changes that can make a person��s outfit more...]]> Using GANs, this deep learning-based system can act as a personal fashion designer by recommending changes that can make a person��s outfit more...

Using GANs, this deep learning-based system can act as a personal fashion designer by recommending changes that can make a person��s outfit more fashionable. Using large portions of NVIDIA��s Pix2PixHD code, Facebook AI researchers in collaboration with UT Austin, Cornell University, and Georgia Tech developedFashion++, a deep learning-based model that uses GANs to offer suggestions on what to��

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Nefi Alarcon <![CDATA[NVIDIA Research at ICCV: Generating New City Road Layouts with AI]]> https://news.www.open-lab.net/?p=15254 2022-08-21T23:48:51Z 2019-11-01T15:02:49Z Generating road layout for different city styles is a time-consuming task. Artists need to manually create the road geometry and adjust its parameters like...]]> Generating road layout for different city styles is a time-consuming task. Artists need to manually create the road geometry and adjust its parameters like...

Generating road layout for different city styles is a time-consuming task. Artists need to manually create the road geometry and adjust its parameters like width and curvature by comparing it with real-world maps. But, what if there was a better way to do this? At the International Conference on Computer Vision in Seoul, Korea, NVIDIA researchers, in collaboration with University of Toronto��

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Nefi Alarcon <![CDATA[NVIDIA and King��s College London Debut First Privacy-Preserving Federated Learning System for Medical Imaging]]> https://news.www.open-lab.net/?p=15058 2022-09-02T23:08:05Z 2019-10-14T00:00:12Z To help advance medical research while preserving data privacy and improving patient outcomes for brain tumor identification, NVIDIA researchers in...]]> To help advance medical research while preserving data privacy and improving patient outcomes for brain tumor identification, NVIDIA researchers in...

To help advance medical research while preserving data privacy and improving patient outcomes for brain tumor identification, NVIDIA researchers in collaboration with King��s College London researchers today announced the introduction of the first privacy-preserving federated learning system for medical image analysis. NVIDIA is working with King��s College London and French startup Owkin to enable��

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Nefi Alarcon <![CDATA[Top 5 AI Developer Stories of the Week]]> https://news.www.open-lab.net/?p=15031 2022-08-21T23:48:43Z 2019-10-08T23:05:05Z Every week we bring you the top NVIDIA updates and stories for developers. In this week's edition of our top 5 videos, we highlight a new GPU-accelerated...]]> Every week we bring you the top NVIDIA updates and stories for developers. In this week's edition of our top 5 videos, we highlight a new GPU-accelerated...

Every week we bring you the top NVIDIA updates and stories for developers. In this week��s edition of our top 5 videos, we highlight a new GPU-accelerated supercomputer at MIT, a new Jetson-based drone, a GAN for fashion, and the brand new RTX Broadcast Engines SDK. Watch below: Redwood City, California-based Skydio and member of NVIDIA��s startup accelerator, Inception��

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Nefi Alarcon <![CDATA[Inception Spotlight: New Skydio 2 Drone Powered by NVIDIA Jetson]]> https://news.www.open-lab.net/?p=14979 2023-04-06T03:11:03Z 2019-10-01T19:37:03Z Redwood City, California-based Skydio and member of NVIDIA��s startup accelerator, Inception, has just released the latest version of their AI capable...]]> Redwood City, California-based Skydio and member of NVIDIA��s startup accelerator, Inception, has just released the latest version of their AI capable...

Redwood City, California-based Skydio and member of NVIDIA��s startup accelerator, Inception, has just released the latest version of their AI capable GPU-accelerated drone, Skydio 2. Comprised of six 4K cameras, with an NVIDIA Jetson TX2 as the processor for the autonomous system, Skydio 2 is capable of flying for up to 23 minutes at a time and can be piloted by either an experienced pilot��

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Nefi Alarcon <![CDATA[Interns Top Competition with Jetson Nano at Booz Allen Summer Games Challenge]]> https://news.www.open-lab.net/?p=14960 2023-03-14T18:32:33Z 2019-09-27T17:05:40Z This summer, student interns at Booz Allen Hamilton bested the competition on edge computing with the help of NVIDIA Jetson Nano. The Booz Allen Summer Games...]]> This summer, student interns at Booz Allen Hamilton bested the competition on edge computing with the help of NVIDIA Jetson Nano. The Booz Allen Summer Games...

This summer, student interns at Booz Allen Hamilton bested the competition on edge computing with the help of NVIDIA Jetson Nano. The Booz Allen Summer Games Challenge (SGC) calls on student interns across the U.S. to develop breakthrough solutions for its clients�� most pressing problems. This summer, Project RAZOR placed top 10 among artificial intelligence and machine learning projects with��

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Nefi Alarcon <![CDATA[For the First Time, AI Probes Dark Matter in the Universe]]> https://news.www.open-lab.net/?p=14929 2022-08-21T23:48:39Z 2019-09-23T17:45:17Z How much dark matter is there in the universe? This AI model might have the answer. A team of physicists and computer scientists at ETH Zurich developed a deep...]]> How much dark matter is there in the universe? This AI model might have the answer. A team of physicists and computer scientists at ETH Zurich developed a deep...

How much dark matter is there in the universe? This AI model might have the answer. A team of physicists and computer scientists at ETH Zurich developed a deep learning-based model to estimate the amount of dark matter in the universe. This is the first time AI researchers have used this type of algorithm to analyze dark matter, the researchers said. As a first step, the team trained a��

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Nefi Alarcon <![CDATA[NVIDIA Releases New ASR Model and Speech Toolkit at Interspeech 2019]]> https://news.www.open-lab.net/?p=14877 2022-08-21T23:48:34Z 2019-09-14T18:40:13Z As speech recognition applications become mainstream and get deployed through devices in the home, car, and office, research from academia and industry for this...]]> As speech recognition applications become mainstream and get deployed through devices in the home, car, and office, research from academia and industry for this...

As speech recognition applications become mainstream and get deployed through devices in the home, car, and office, research from academia and industry for this space has exploded. To present their latest work, global AI leaders and developers, including NVIDIA researchers, will come together in Austria next week to discuss the latest automatic speech recognition (ASR) breakthroughs��

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Nefi Alarcon <![CDATA[Researchers Develop an AI System that Can Help Locate Missing Vehicles]]> https://news.www.open-lab.net/?p=14868 2024-07-25T18:01:25Z 2019-09-13T16:24:48Z To help monitor traffic conditions, locate missing vehicles, and possibly help find lost children, University of Toronto and Northeastern University researchers...]]> To help monitor traffic conditions, locate missing vehicles, and possibly help find lost children, University of Toronto and Northeastern University researchers...

To help monitor traffic conditions, locate missing vehicles, and possibly help find lost children, University of Toronto and Northeastern University researchers developed a deep learning-based vehicle image search engine that can be used to narrow down the location of a vehicle. ��We developed the Vehicle Image Search Engine (VISE) to support the fast search of highly similar vehicles given an��

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Nefi Alarcon <![CDATA[To Help With Animal Conservation Efforts, AI Can Now Help Identify Chimpanzees]]> https://news.www.open-lab.net/?p=14841 2022-08-21T23:48:32Z 2019-09-06T17:56:55Z To help with animal conservation efforts, University of Oxford researchers developed a deep learning-based model that can identify individual chimpanzees with...]]> To help with animal conservation efforts, University of Oxford researchers developed a deep learning-based model that can identify individual chimpanzees with...

To help with animal conservation efforts, University of Oxford researchers developed a deep learning-based model that can identify individual chimpanzees with 93% accuracy and correctly classify their sex with 96% accuracy. ��Automating the process of individual identification could represent a step change in our use of large image databases from the wild to open up vast amounts of data��

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Nefi Alarcon <![CDATA[DRIVE Labs: Classifying Traffic Signs and Traffic Lights with SignNet and LightNet DNNs]]> https://news.www.open-lab.net/?p=14568 2022-08-21T23:39:29Z 2019-08-07T17:05:18Z By: Berta Rodriguez Hervas Editor��s note: This is the latest post in our?NVIDIA DRIVE Labs series, which takes an engineering-focused look at individual...]]> By: Berta Rodriguez Hervas Editor��s note: This is the latest post in our?NVIDIA DRIVE Labs series, which takes an engineering-focused look at individual...

By: Berta Rodriguez Hervas Editor��s note: This is the latest post in our NVIDIA DRIVE Labs series, which takes an engineering-focused look at individual autonomous vehicle challenges and how NVIDIA DRIVE addresses them. Catch up on all of our automotive posts. One of the first lessons in driving is simple: Green means go, red means stop. Self-driving cars must learn the same principles��

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Nefi Alarcon <![CDATA[Inception Spotlight: AI App Can Create A Cartoon Emoji of Yourself]]> https://news.www.open-lab.net/?p=14549 2023-04-06T03:11:35Z 2019-08-06T17:03:53Z Looking to create a cartoon emoji version of yourself? This new AI app can help.  A new deep learning-based messenger app can turn users into personalized...]]> Looking to create a cartoon emoji version of yourself? This new AI app can help.  A new deep learning-based messenger app can turn users into personalized...

Looking to create a cartoon emoji version of yourself? This new AI app can help. A new deep learning-based messenger app can turn users into personalized cartoon characters. ��Each avatar is unique and personalized to its user,�� the company explained. ��In this app you can be anyone you want: a human digital copy of yourself, a unicorn, a rabbit or even a tiger!

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Nefi Alarcon <![CDATA[Oregon State University Installs Six NVIDIA DGX-2 Systems]]> https://news.www.open-lab.net/?p=14526 2022-08-21T23:48:23Z 2019-08-01T20:49:43Z The Oregon State University College of Engineering has just purchased six NVIDIA DGX-2 systems to help accelerate their work in AI, robotics, driverless...]]> The Oregon State University College of Engineering has just purchased six NVIDIA DGX-2 systems to help accelerate their work in AI, robotics, driverless...

The Oregon State University College of Engineering has just purchased six NVIDIA DGX-2 systems to help accelerate their work in AI, robotics, driverless vehicles, and other research areas that require powerful GPU compute. ��The computing power we now possess will accelerate our research in artificial intelligence and machine learning, while exposing our computer science students to the most��

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Nefi Alarcon <![CDATA[Developer Spotlight: Opening a New Era of Drug Discovery with Amber]]> https://news.www.open-lab.net/?p=14481 2022-08-21T23:48:21Z 2019-07-29T17:13:25Z Amber is a suite of biomolecular simulation programs that began in the late 1970��s and is maintained by an active development community. It is a particle...]]> Amber is a suite of biomolecular simulation programs that began in the late 1970��s and is maintained by an active development community. It is a particle...

Amber is a suite of biomolecular simulation programs that began in the late 1970��s and is maintained by an active development community. It is a particle simulation code for looking at how molecules move under Newtonian approximations. The Amber software suite is divided into two parts: AmberTools18, the most recent version of a collection of freely available programs mostly under the GPL��

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Nefi Alarcon <![CDATA[AI Solves the Rubik��s Cube in a Fraction of a Second]]> https://news.www.open-lab.net/?p=14406 2022-08-21T23:48:17Z 2019-07-17T23:00:26Z University of California Irvine researchers recently developed a deep neural network that can solve a Rubik��s cube in a fraction of a second with 100 percent...]]> University of California Irvine researchers recently developed a deep neural network that can solve a Rubik��s cube in a fraction of a second with 100 percent...

University of California Irvine researchers recently developed a deep neural network that can solve a Rubik��s cube in a fraction of a second with 100 percent accuracy in all testing configurations. ��Artificial intelligence can defeat the world��s best human chess and Go players, but some of the more difficult puzzles, such as the Rubik��s Cube, had not been solved by computers��

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Nefi Alarcon <![CDATA[AI Helps Pathologists Detect Prostate Cancer]]> https://news.www.open-lab.net/?p=14350 2022-08-21T23:48:15Z 2019-07-12T16:26:18Z According to the American Cancer Society, prostate cancer is the second most common cancer in American men, averaging around 175,000 new cases every year....]]> According to the American Cancer Society, prostate cancer is the second most common cancer in American men, averaging around 175,000 new cases every year....

According to the American Cancer Society, prostate cancer is the second most common cancer in American men, averaging around 175,000 new cases every year. During the diagnosis process, more than one million men in the U.S. alone undergo a prostate biopsy, a procedure that results in 10-12 needle cores for patients, and more than 10 million tissue samples that need to be examined by pathologists.

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Nefi Alarcon <![CDATA[Developer Spotlight: Enabling the SKA Radio Telescope to Explore the Universe]]> https://news.www.open-lab.net/?p=14107 2022-08-21T23:48:02Z 2019-06-04T16:41:28Z The Square Kilometre Array (SKA) project is an effort to build the world��s largest radio telescope, with a collecting area of over one square kilometre. The...]]> The Square Kilometre Array (SKA) project is an effort to build the world��s largest radio telescope, with a collecting area of over one square kilometre. The...

The Square Kilometre Array (SKA) project is an effort to build the world��s largest radio telescope, with a collecting area of over one square kilometre. The design and development of the SKA is a truly global effort involving 100 organizations across 20 countries. The SKA is one of the largest scientific endeavors in history and its scale represents a huge leap forward in both engineering and��

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Nefi Alarcon <![CDATA[DRIVE Labs: Helping Cameras See Clearly with AI]]> https://news.www.open-lab.net/?p=13906 2022-08-21T23:39:21Z 2019-05-15T15:30:06Z By: Abhishek Bajpayee This is the latest post in our?NVIDIA DRIVE Labs series, which takes an engineering-focused look at individual autonomous vehicle...]]> By: Abhishek Bajpayee This is the latest post in our?NVIDIA DRIVE Labs series, which takes an engineering-focused look at individual autonomous vehicle...

By: Abhishek Bajpayee This is the latest post in our NVIDIA DRIVE Labs series, which takes an engineering-focused look at individual autonomous vehicle challenges and how NVIDIA DRIVE addresses them. Catch up on all automotive posts. Autonomous vehicles rely on cameras to see their surrounding environment. However, environmental factors such as rain, snow, or other blockages can affect��

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Nefi Alarcon <![CDATA[Pearl Raises $11 Million to Develop an AI-Based Dental Analysis Technology]]> https://news.www.open-lab.net/?p=13878 2022-08-21T23:47:53Z 2019-05-10T18:42:48Z Santa Monica, California-based startup Pearl, a new healthcare company focused on the dental industry, has just raised $11 million in series A funding to create...]]> Santa Monica, California-based startup Pearl, a new healthcare company focused on the dental industry, has just raised $11 million in series A funding to create...

Santa Monica, California-based startup Pearl, a new healthcare company focused on the dental industry, has just raised $11 million in series A funding to create a holistic oral health platform. ��Pearl will have an immediate positive impact on the dental category,�� Ophir Tanz, the company��s CEO told VentureBeat. ��It will streamline tedious, repetitive tasks��

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Nefi Alarcon <![CDATA[Zillow Launches AI-Powered App That Can Create a 3D Home Tour]]> https://news.www.open-lab.net/?p=13873 2022-08-21T23:47:53Z 2019-05-10T16:38:52Z To help potential homebuyers get a 360-degree tour of a home, Zillow, the online real estate database company, recently launched a new app and service across...]]> To help potential homebuyers get a 360-degree tour of a home, Zillow, the online real estate database company, recently launched a new app and service across...

To help potential homebuyers get a 360-degree tour of a home, Zillow, the online real estate database company, recently launched a new app and service across North America that relies on machine learning to generate 3D walkthroughs of a home. ��Previously, 3D tours were only found on high-end or expensive homes, due to the high cost and time-intensive capture process, said Josh Weisberg��

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Sandra Skaff <![CDATA[NVAIL Partners present AI Research at ICLR]]> https://news.www.open-lab.net/?p=13852 2024-08-06T17:28:01Z 2019-05-07T16:53:50Z By Sandra Skaff This week top AI researchers are gathered in New Orleans, LA, to present their cutting edge research. Our NVAIL partners are among the...]]> By Sandra Skaff This week top AI researchers are gathered in New Orleans, LA, to present their cutting edge research. Our NVAIL partners are among the...

By Sandra Skaff This week top AI researchers are gathered in New Orleans, LA, to present their cutting edge research. Our NVAIL partners are among the researchers presenting this work. We highlight here the work of three of these partners, which has been developed with robotics as a target application. Mila researchers are presenting BabyAI, which is a platform for learning to��

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Nefi Alarcon <![CDATA[NVIDIA��s Top 5 AI Stories of the Week: 4/22]]> https://news.www.open-lab.net/?p=13805 2023-11-03T07:15:25Z 2019-04-26T15:24:59Z Every week we highlight NVIDIA��s Top 5 AI stories of the week. In this week��s edition we cover a new deep learning-based algorithm from OpenAI that can...]]> Every week we highlight NVIDIA��s Top 5 AI stories of the week. In this week��s edition we cover a new deep learning-based algorithm from OpenAI that can...

Every week we highlight NVIDIA��s Top 5 AI stories of the week. In this week��s edition we cover a new deep learning-based algorithm from OpenAI that can automatically generate new music. Plus, an automatic speech recognition model that could improve Alexa��s algorithm by 15%. Watch below: Planning a workout that is specific to a user��s needs can be challenging.

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Nefi Alarcon <![CDATA[AI Can Interpret and Translate American Sign Language Sentences]]> https://news.www.open-lab.net/?p=13793 2022-08-21T23:47:48Z 2019-04-26T14:17:47Z According to the World Health Organization (WHO), there are an estimated 360 million people worldwide with disabling hearing loss. To help with sign language...]]> According to the World Health Organization (WHO), there are an estimated 360 million people worldwide with disabling hearing loss. To help with sign language...

According to the World Health Organization (WHO), there are an estimated 360 million people worldwide with disabling hearing loss. To help with sign language translation, Researchers from Michigan State University developed a deep learning-based system that can automatically interpret individual signs of the American Sign Language (ASL) as well as translate full ASL sentences without needing��

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Nefi Alarcon <![CDATA[NVIDIA��s Top 5 AI Stories of the Week: 4/15]]> https://news.www.open-lab.net/?p=13647 2022-08-21T23:47:43Z 2019-04-19T18:30:28Z Every week we highlight NVIDIA's Top 5 AI stories of the week. In this week's edition we highlight a new deep learning-based algorithm that is working towards...]]> Every week we highlight NVIDIA's Top 5 AI stories of the week. In this week's edition we highlight a new deep learning-based algorithm that is working towards...

Every week we highlight NVIDIA��s Top 5 AI stories of the week. In this week��s edition we highlight a new deep learning-based algorithm that is working towards replicating the energy of the sun on earth. Plus, a robot that can efficiently interact with liquid and moldable items. Watch below: This week at TechCrunch��s Robotics + AI event at UC Berkeley, NVIDIA��s VP of��

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Nefi Alarcon <![CDATA[Laying the Foundation for Better Object Manipulation in Robotics]]> https://news.www.open-lab.net/?p=13626 2023-07-11T22:59:15Z 2019-04-18T23:45:14Z Imagine a robot that can efficiently model clay, push ice cream onto a cone, or mold the rice for your sushi roll. MIT researchers developed a deep...]]> Imagine a robot that can efficiently model clay, push ice cream onto a cone, or mold the rice for your sushi roll. MIT researchers developed a deep...

Imagine a robot that can efficiently model clay, push ice cream onto a cone, or mold the rice for your sushi roll. MIT researchers developed a deep learning-based algorithm that improves a robot��s ability to mold materials into shapes, as well as enabling it to interact with liquids and solid objects. The work draws on inspiration from how humans interact with different objects.

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Nefi Alarcon <![CDATA[Inception Spotlight: Startup Uses AI to Identify Products in Videos]]> https://news.www.open-lab.net/?p=13503 2022-08-21T23:47:41Z 2019-04-12T16:43:51Z New York City-based startup TheTake, a member of the NVIDIA Inception program, recently unveiled a new deep learning-based algorithm that can automatically...]]> New York City-based startup TheTake, a member of the NVIDIA Inception program, recently unveiled a new deep learning-based algorithm that can automatically...

New York City-based startup TheTake, a member of the NVIDIA Inception program, recently unveiled a new deep learning-based algorithm that can automatically decode what a celebrity, athlete, or other public figure is wearing in a video in near real time. ��TheTake��s mission is simple: making media content shoppable,�� said Jared Browarnik, the company��s Co-founder and Chief Technology Officer.

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Nefi Alarcon <![CDATA[AI Helps Classify Lung Cancer at the Pathologist Level]]> https://news.www.open-lab.net/?p=13485 2024-11-04T22:57:10Z 2019-04-11T20:59:58Z According to the American Cancer Society, more than 229,000 people will be diagnosed with lung cancer in the United States this year, with adenocarcinoma being...]]> According to the American Cancer Society, more than 229,000 people will be diagnosed with lung cancer in the United States this year, with adenocarcinoma being...

According to the American Cancer Society, more than 229,000 people will be diagnosed with lung cancer in the United States this year, with adenocarcinoma being the most common type. To help with diagnosis, researchers from Dartmouth��s Norris Cotton Cancer Center and the Hassanpour Lab at Dartmouth University developed a deep learning-based system for automated classification of histologic subtypes��

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Nefi Alarcon <![CDATA[NVIDIA TITAN RTX Helps Artist Generate Original Paintings]]> https://news.www.open-lab.net/?p=13461 2022-08-21T23:47:38Z 2019-04-09T22:16:03Z Wondering how AI can inspire artists to create their best work? Renowned artist Chris Peters recently purchased a new NVIDIA TITAN RTX GPU with the...]]> Wondering how AI can inspire artists to create their best work? Renowned artist Chris Peters recently purchased a new NVIDIA TITAN RTX GPU with the...

Wondering how AI can inspire artists to create their best work? Renowned artist Chris Peters recently purchased a new NVIDIA TITAN RTX GPU with the intention of using it to create art. The results are stunning compositions generated by the AI, and actual oil paintings painted by Peters himself. ��The AI Muse produces digital images, but a digital image is not a painting and a computer printout��

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Nefi Alarcon <![CDATA[Solving AI Challenges by Playing StarCraft]]> https://news.www.open-lab.net/?p=13425 2024-08-01T16:35:01Z 2019-04-08T22:09:17Z By Matthew J.A. Smith, Mikayel Samvelyan, Tabish Rashid, University of Oxford Editors note: The story below is a guest post written by current and former...]]> By Matthew J.A. Smith, Mikayel Samvelyan, Tabish Rashid, University of Oxford Editors note: The story below is a guest post written by current and former...

Editors note: The story below is a guest post written by current and former postgraduate students at the University of Oxford, a member of the NVIDIA AI Labs (NVAIL) program. If you follow science news, you��ve probably heard about the latest machine-over-man triumph by DeepMind. This time, the new AlphaStar algorithm was able to defeat a professional in the popular competitive strategy game��

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Nefi Alarcon <![CDATA[Fujitsu Breaks ImageNet Record with V100 Tensor Core GPUs]]> https://news.www.open-lab.net/?p=13407 2024-08-01T16:08:36Z 2019-04-04T19:27:52Z Researchers from Fujitsu just announced a new speed record for training ImageNet to 75% accuracy in 74.7 seconds. The new record is faster than the previous...]]> Researchers from Fujitsu just announced a new speed record for training ImageNet to 75% accuracy in 74.7 seconds. The new record is faster than the previous...

Researchers from Fujitsu just announced a new speed record for training ImageNet to 75% accuracy in 74.7 seconds. The new record is faster than the previous test by more than 47 seconds achieved by Sony in November of last year. The team achieved the record by using 2,048 NVIDIA Tesla V100 GPUs, and the MXNet deep learning framework, at the AI Bridging Cloud Infrastructure system at the��

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Nefi Alarcon <![CDATA[Speed Up New models with TensorRT Updates]]> https://news.www.open-lab.net/?p=13199 2022-08-21T23:47:27Z 2019-03-18T22:31:49Z At GTC Silicon Valley in San Jose, NVIDIA released the latest version of TensorRT 5.1 which includes 20+ new operators and layers, integration with Tensorflow...]]> At GTC Silicon Valley in San Jose, NVIDIA released the latest version of TensorRT 5.1 which includes 20+ new operators and layers, integration with Tensorflow...

At GTC Silicon Valley in San Jose, NVIDIA released the latest version of TensorRT 5.1 which includes 20+ new operators and layers, integration with Tensorflow 2.0, ONNX Runtime, and TensorRT Inference Server 1.0. TensorRT 5.1 includes support for 20+ new Tensorflow and ONNX operations, ability to update model weights in engines quickly, and a new padding mode to match native framework��

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Nefi Alarcon <![CDATA[Top 5 AI Stories of the Week: 3/15]]> https://news.www.open-lab.net/?p=13150 2022-08-21T23:47:25Z 2019-03-15T17:46:18Z In this week's video, see a robot that can recognize objects from touch, an AI tool that can automatically detect open parking spots, a new technology to...]]> In this week's video, see a robot that can recognize objects from touch, an AI tool that can automatically detect open parking spots, a new technology to...

In this week��s video, see a robot that can recognize objects from touch, an AI tool that can automatically detect open parking spots, a new technology to generate lifelike avatars, and much more. Plus, see how GIPHY used AI and NVIDIA GPUs to develop an open source celebrity detection model. Watch below: Drawing inspiration from how humans interact with objects through touch��

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Nefi Alarcon <![CDATA[GIPHY Releases an Open Source AI Celebrity Detector]]> https://news.www.open-lab.net/?p=13030 2022-08-21T23:39:15Z 2019-03-14T15:53:12Z Trying to figure out who is in that celebrity GIF? This AI-based algorithm can help. Researchers from GIPHY, the online search database for GIFs, recently...]]> Trying to figure out who is in that celebrity GIF? This AI-based algorithm can help. Researchers from GIPHY, the online search database for GIFs, recently...

Trying to figure out who is in that celebrity GIF? This AI-based algorithm can help. Researchers from GIPHY, the online search database for GIFs, recently developed an open source deep learning model that can recognize over 2,300 celebrity faces with high accuracy. ��We needed a tool that could find and annotate this content within our ever-growing library of GIFs, so that this content could��

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Nefi Alarcon <![CDATA[AI Robotics System Can Recognize Objects from Touch]]> https://news.www.open-lab.net/?p=13002 2024-07-31T17:47:40Z 2019-03-13T16:20:18Z Drawing inspiration from how humans interact with objects through touch, University of California, Berkeley researchers developed a deep...]]> Drawing inspiration from how humans interact with objects through touch, University of California, Berkeley researchers developed a deep...

Drawing inspiration from how humans interact with objects through touch, University of California, Berkeley researchers developed a deep learning-based perception framework that can recognize over 98 different objects from touch. According to the team, this is the first project that addresses this type of robot-object interaction using only touch at a large-scale. ��When we see a soft toy��

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Nefi Alarcon <![CDATA[Top 5 AI Stories of the Week: 3/1]]> https://news.www.open-lab.net/?p=12923 2023-11-03T07:15:28Z 2019-03-01T18:40:31Z From an AI algorithm that can predict earthquakes to a system that can decode rodent chatter - here are the top 5 AI stories of the week. 5 - Deep Learning...]]> From an AI algorithm that can predict earthquakes to a system that can decode rodent chatter - here are the top 5 AI stories of the week. 5 - Deep Learning...

From an AI algorithm that can predict earthquakes to a system that can decode rodent chatter �C here are the top 5 AI stories of the week. Most people can��t detect an earthquake until the ground under their feet is already shaking or sliding, leaving little time to prepare or take shelter. Scientists are trying to short circuit that surprise using the critical time window during the��

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Nefi Alarcon <![CDATA[AI Algorithm for Autonomous Machines Can Predict Human Movement]]> https://news.www.open-lab.net/?p=12885 2022-08-21T23:47:10Z 2019-02-22T19:58:55Z University of Michigan researchers recently published a paper describing a new deep learning based-algorithm that can predict the future...]]> University of Michigan researchers recently published a paper describing a new deep learning based-algorithm that can predict the future...

University of Michigan researchers recently published a paper describing a new deep learning based-algorithm that can predict the future location of a pedestrian, along with their pose and gait. ��The proposed network is able to predict poses and global locations for multiple pedestrians simultaneously for pedestrians up to 45 meters from the cameras,�� the researchers stated in their paper.

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Nefi Alarcon <![CDATA[Using AI To Stop Child Trafficking]]> https://news.www.open-lab.net/?p=12876 2022-08-21T23:47:09Z 2019-02-22T18:42:16Z According to UNICEF, 1.2 million children are trafficked every year. To help identify and rescue victims of trafficking, researchers from George Washington...]]> According to UNICEF, 1.2 million children are trafficked every year. To help identify and rescue victims of trafficking, researchers from George Washington...

According to UNICEF, 1.2 million children are trafficked every year. To help identify and rescue victims of trafficking, researchers from George Washington University, Adobe, and Temple University released a new dataset called Hotels-50K and developed an AI-based algorithm that can be used to identify possible locations of where children are being held. ��Recognizing a hotel from an image of a��

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Nefi Alarcon <![CDATA[AI Helps Save Bees]]> https://news.www.open-lab.net/?p=12873 2022-08-21T23:39:13Z 2019-02-22T18:31:15Z In 2016 through 2017 U.S. beekeepers lost 33 percent of bees. Many factors contribute to the death of bees, but the number one culprit is the Varroa mite....]]> In 2016 through 2017 U.S. beekeepers lost 33 percent of bees. Many factors contribute to the death of bees, but the number one culprit is the Varroa mite....

In 2016 through 2017 U.S. beekeepers lost 33 percent of bees. Many factors contribute to the death of bees, but the number one culprit is the Varroa mite. Manually detecting the mites is tedious and prone to human error. Researchers from EPFL, a research institution and university in Lausanne, Switzerland, developed a deep learning-based app that can automatically count the number of varroa mites��

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