IOU Track
Python package for IOU-based tracking (SORT & ByteTrack) written in Rust.
from ioutrack import Sort
tracker = Sort(max_age=5, min_hits=2)
# xmin ymin xmax ymax score
boxes_0 = np.array([[10., 60., 50., 95., 0.8],...])
tracks_0 = tracker.update(boxes_0)
# xmin ymin xmax ymax track_id
assert tracks_0 == np.array([[10., 60., 50., 95., 1.],...])
Demo video: https://youtu.be/BLMnY8K9HBE
Code to generate the demo video is in the demo folder.
Roughly 30x faster than python/numpy implementation.
1 maintainer
Metadata
1 maintainer
Release files for ioutrack 0.3.0
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| ioutrack-0.3.0.tar.gz | 261.1 kB | Without provenance | Details for ioutrack-0.3.0.tar.gz |
Built distributions (wheels)
Total release size: 11.7 MB
Release files / ioutrack-0.3.0.tar.gz
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| Tags | Source |
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Release files / ioutrack-0.3.0-pp37-pypy37_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.whl
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Release files / ioutrack-0.3.0-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.whl
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Release files / ioutrack-0.3.0-cp310-none-win_amd64.whl
| Download URL | ioutrack-0.3.0-cp310-none-win_amd64.whl |
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Release files / ioutrack-0.3.0-cp37-none-win_amd64.whl
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| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.5+ x86-64 |
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Security for ioutrack 0.3.0
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