MIC_at_Bruce_Beach
- Setup venv requirements.txt:
pip install -r requirements.txt - File system structure
./
├── data
│ └── images # Images for people counting
│ └── img_class_ground_truth
│ └── img_class_ground_truth.py # Model validation
│ └── ModelPredictionsComparison.py # Model comparison
│── models
│ └── YOLOv8
│ └── train.py # Model Training
│ └── quickstart.py # A quickstart to get understand of the model outputs
│ └── SAHI_YOLO
│ └── SAHI_YOLOv8.py # SAHI+YOLOv8 implementation
│── Prediction.py # People counting
│── run_application.py # Start FiftyONE server
│── update_annotations_incrementally.py # Update predictions to FiftyONE
- Prepare images and put it into
./data/images/* - Execute
./Prediction.pyand the results are going to be printed in stdout. Modify the output for special scenarios if needed.
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