Shypd.aiThe largest open index of AI toolstemporal-shift-module is an Open Source & Models tool that enables efficient video understanding. It provides a Temporal Shift Module (TSM) for temporal modeling in video analysis tasks, including action recognition.
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The Temporal Shift Module (TSM) is an open-source PyTorch implementation designed for efficient video understanding. It allows for temporal modeling in video analysis tasks, such as action recognition, by shifting part of the channels along the temporal dimension. TSM is a plug-and-play module that adds zero parameters and zero FLOPs, making it highly efficient. The project provides pre-trained models on datasets like Kinetics-400 and Something-Something, along with code for data preparation, testing, and training. It also features a live demo for online hand gesture recognition on NVIDIA Jetson Nano, showcasing its real-time capabilities.
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