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 observed · 2026-08-28
Health v2 · maintenance only
32/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2339
- days_rel: n/a
- days_push: 1042
- n_releases_24m: 0
Adoption not part of the score
1653 stars · 312 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A PyTorch collection of Siamese-based visual object tracking models including SiamFC, SiamRPN++, SiamMask, Ocean, LightTrack, and the lightweight NanoTrack. It provides training and evaluation code plus ncnn-based demos for deployment on embedded and mobile devices.
Use cases
- track objects in video with deep learning
- train a siamese tracker like SiamRPN++ in PyTorch
- deploy a lightweight tracker on mobile or embedded devices
- benchmark trackers on VOT and GOT-10k datasets
- run NanoTrack at high FPS on CPU
- integrate a tracker with OpenCV TrackerNano API
When to choose
- you need PyTorch implementations of classic Siamese trackers
- you need an ultra-lightweight tracker for mobile/embedded deployment
- you want to train a tracker cheaply on a single GPU
When to avoid
- you need state-of-the-art transformer trackers beyond TrTr
- you need a maintained production library with active releases
- you work outside Python/PyTorch ecosystems
Facets
library · maturity maintenance
machine-learning deep-learning computer-vision image-processing computer-vision deep-learning machine-learning python cross-platform visual-tracking siamese-networks object-tracking pytorch nanotrack embedded-deployment ncnn android macos
1 source
- readme: https://github.com/HonglinChu/SiamTrackers · fetched 2026-08-28 · b324ea087af4
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| HonglinChu/SiamTrackers | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="HonglinChu/SiamTrackers")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem