HonglinChu/SiamTrackers
(2020-2022)The PyTorch version of SiamFC，SiamRPN，DaSiamRPN, UpdateNet , SiamDW, SiamRPN++, SiamMask, SiamFC++, SiamCAR, SiamBAN, Ocean, LightTrack , TrTr, NanoTrack; Visual object tracking based on deep learning
This project offers an ultra-fast, lightweight visual object tracking solution. It takes a video stream and the initial location of an object, then outputs the object's precise position frame by frame. This is ideal for engineers and researchers who need to track objects in real-time on devices with limited computing power, like drones or mobile phones.
1,609 stars. No commits in the last 6 months.
Use this if you need to continuously track a specific object in live video feeds on embedded or mobile devices where speed and low resource usage are critical.
Not ideal if your primary concern is absolute tracking accuracy on high-end hardware, as some larger models might offer slightly better performance at the cost of speed and size.
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1,609
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301
Language
Python
License
Apache-2.0
Category
Last pushed
Oct 26, 2023
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