shaoshengsong/DeepSORT
Some data may be outdated — see provenance labels.
A real-time multi-object tracking application in C++17 with Qt and ONNX Runtime that runs a YOLO detector with four pluggable trackers — ByteTrack, OC-SORT, Deep OC-SORT, and DeepSORT. observed · 2026-09-28
Health v2 · maintenance only
83/100
- Activity 93
- Release rhythm 61
- Longevity 100
Flags: no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2721
- days_rel: 45
- days_push: 44
- n_releases_24m: 1
Adoption not part of the score
1008 stars · 220 forks observed · 2026-09-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-09-07, confidence 0.9
A real-time multi-object tracking application in C++17 using Qt 6, OpenCV, and ONNX Runtime, running YOLO detection with four pluggable tracking algorithms (ByteTrack, OC-SORT, Deep OC-SORT, DeepSORT). It ships both a Qt desktop GUI for interactive tracking and a command-line demo for scripting.
Use cases
- track multiple objects in a video in real time
- compare ByteTrack, OC-SORT, Deep OC-SORT and DeepSORT trackers
- run YOLO detection with tracking on video files
- experiment with ReID-based object tracking
- build a C++ multi-object tracking pipeline with ONNX Runtime
When to choose
- you need a ready-made desktop or CLI tool for multi-object tracking in C++
- you want to benchmark or swap between four classic MOT algorithms behind one interface
- you need Kalman-filter-based tracking with optional ReID appearance features
When to avoid
- you need a Python tracking library or training framework
- you require a permissively licensed project — it currently has no license
- you need tracking on embedded or mobile platforms rather than desktop
Facets
application · maturity active
computer-vision image-processing video-processing machine-learning llm-inference gui cli computer-vision artificial-intelligence deep-learning cross-platform cpp windows cross-platform multi-object-tracking bytetrack oc-sort deepsort yolo onnx-runtime kalman-filter reid object-detection qt video linux macos desktop
1 source
- readme: https://github.com/shaoshengsong/DeepSORT · fetched 2026-09-28 · 1528b9ef9ce5
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| shaoshengsong/DeepSORT | main | 83 |
For agents
markdown · JSON · MCP: product_card(name="shaoshengsong/DeepSORT")
Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem