Shypd.aiThe largest open index of AI toolstraining_extensions is an Open Source tool that helps train, evaluate, optimize, and deploy computer vision models using OpenVINOâ„¢. It offers a low-code transfer learning framework for various computer vision tasks.
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OpenVINOâ„¢ Training Extensions is a low-code transfer learning framework designed for computer vision tasks. It enables users to train, infer, optimize, and deploy models easily and quickly, even with limited deep learning expertise. The tool supports diverse combinations of model architectures, learning methods, and task types based on PyTorch and OpenVINOâ„¢ toolkit. Key features include support for classification, object detection, semantic segmentation, instance segmentation, and anomaly recognition. It also provides usability features like native Intel GPUs (XPU) support, Datumaro data frontend for various dataset formats, distributed training, mixed-precision training, class incremental learning, and model deployment to OpenVINOâ„¢ IR and ONNX formats. The framework offers both API and CLI-based training for flexibility and ease of use.
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Open Source
Free
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