SiamMask and SiamTrackers
HonglinChu/SiamTrackers is an ecosystem sibling to foolwood/SiamMask, as it provides PyTorch implementations of various Siamese-network-based trackers, including a version of SiamMask, thus acting as a collection that incorporates the techniques detailed in the individual SiamMask project.
About SiamMask
foolwood/SiamMask
[CVPR19/TPAMI23] SiamMask: A Framework for Fast Online Object Tracking and Segmentation
This tool helps anyone working with video analyze moving objects by automatically drawing a precise outline around them in each frame. You simply point to an object in the first frame of a video, and the system outputs a video where that object is continuously highlighted. It's designed for researchers, analysts, or anyone who needs to track and segment specific items in video footage.
About SiamTrackers
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.
Scores updated daily from GitHub, PyPI, and npm data. How scores work