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…
]]>Leveraging image classification, object detection, automatic speech recognition (ASR), and other forms of AI can fuel massive transformation within companies and business sectors. However, building AI and deep learning models from scratch is a daunting task. A common prerequisite for building these models is having a large amount of high-quality training data and the right expertise to…
]]>Sign up for the latest Speech AI news from NVIDIA. Conversational AI is a set of technologies enabling human-like interactions between humans and devices based on the most natural interfaces for us: speech and natural language. Systems based on conversational AI can understand commands by recognizing speech and text, translating on-the-fly between different languages…
]]>Deep neural network (DNN) models are routinely used in applications requiring analysis of video stream content. These may include object detection, classification, and segmentation. Typically, these models are trained on servers with high-end GPUs, either in stand-alone servers, such as NVIDIA DGX1, or on servers available in data centers or private or public clouds. Such systems often use…
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