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utils | 3 weeks ago | |
.gitignore | 3 weeks ago | |
01_detect_objects.ipynb | 3 weeks ago | |
02_track_objects.ipynb | 3 weeks ago | |
03_track_objects_and_collect.ipynb | 3 weeks ago | |
04_track_objects_with_deepsort.ipynb | 3 weeks ago | |
README.md | 3 weeks ago | |
poetry.lock | 3 weeks ago | |
pyproject.toml | 3 weeks ago | |
sort_abewley.py | 3 weeks ago | |
sort_cfotache.py | 3 weeks ago |
README.md
Trajectory Prediction
Use object detector (e.g. RetinaNET, YOLO), and multi-object-tracker (e.g. SORT, DeepSORT) to capture trajectories. Then tinker with Weighted Networks (Hunger 2023) to create predictions of new movements.
Initiate
The project uses poetry. So to set it up:
poetry install
If using python notebook with Jupyter it might be useful to do:
poetry run python -m ipykernel install --user --name trajpred