Shypd.aiThe largest open index of AI toolsSiamTrackers is an open-source AI tool for visual object tracking based on deep learning. It provides PyTorch implementations of various SiamFC-based algorithms, including NanoTrack for lightweight and high-speed tracking.
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SiamTrackers is a comprehensive collection of PyTorch implementations for deep learning-based visual object tracking algorithms. It encompasses a wide range of models from 2020-2022, including SiamFC, SiamRPN, DaSiamRPN, UpdateNet, SiamDW, SiamRPN++, SiamMask, SiamFC++, SiamCAR, SiamBAN, Ocean, LightTrack, TrTr, and NanoTrack. A key highlight is NanoTrack, designed for lightweight and high-speed performance, suitable for deployment on embedded or mobile devices, capable of running at over 200FPS on Apple M1 CPU. The repository provides PyTorch code for training with lower GPU memory cost and includes Android and MacOS demos based on the ncnn inference framework. It also offers access to various datasets and toolkits for testing and training.
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