Morgan Huang – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2023-08-24T18:03:40Z http://www.open-lab.net/blog/feed/ Morgan Huang <![CDATA[Customizing AI Models: Train Character Detection and Recognition Models with NVIDIA TAO]]> http://www.open-lab.net/blog/?p=68713 2023-08-24T18:03:40Z 2023-08-15T15:00:00Z Optical Character Detection (OCD) and Optical Character Recognition (OCR) are computer vision techniques used to extract text from images. Use cases vary across...]]>

Optical Character Detection (OCD) and Optical Character Recognition (OCR) are computer vision techniques used to extract text from images. Use cases vary across industries and include extracting data from scanned documents or forms with handwritten texts, automatically recognizing license plates, sorting boxes or objects in a fulfillment center based on serial numbers…

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Morgan Huang <![CDATA[Customizing AI Models: Deploy a Character Detection and Recognition Model with NVIDIA Triton]]> http://www.open-lab.net/blog/?p=69017 2023-08-24T18:03:39Z 2023-08-15T15:00:00Z NVIDIA Triton Inference Server streamlines and standardizes AI inference by enabling teams to deploy, run, and scale trained ML or DL models from any framework...]]>

NVIDIA Triton Inference Server streamlines and standardizes AI inference by enabling teams to deploy, run, and scale trained ML or DL models from any framework on any GPU- or CPU-based infrastructure. It helps developers deliver high-performance inference across cloud, on-premises, edge, and embedded devices. The nvOCDR library is integrated into Triton for inference.

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Morgan Huang <![CDATA[Creating a Real-Time License Plate Detection and Recognition App]]> http://www.open-lab.net/blog/?p=23943 2022-10-18T22:52:32Z 2021-02-25T16:00:57Z Automatic license plate recognition (ALPR) on stationary to fast-moving vehicles is one of the common intelligent video analytics applications for smart cities....]]>

Automatic license plate recognition (ALPR) on stationary to fast-moving vehicles is one of the common intelligent video analytics applications for smart cities. Some of the common use cases include parking assistance systems, automated toll booths, vehicle registration and identification for delivery and logistics at ports, and medical supply transporting warehouses. Being able to do this in real…

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