Technography for trajectory prediction. Part of the Surfacing Suspicion project.
| utils | ||
| .gitignore | ||
| .python-version | ||
| 01_detect_objects.ipynb | ||
| 02_track_objects.ipynb | ||
| 03_track_objects_and_collect.ipynb | ||
| 04_track_objects_with_deepsort.ipynb | ||
| poetry.lock | ||
| pyproject.toml | ||
| README.md | ||
| sort_abewley.py | ||
| sort_cfotache.py | ||
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