Sri Lanka Vehicle Detection & Segmentation (slvy)
Project description
slvehicle (slvy) — Sri Lanka Vehicle AI
Vehicle detection & instance segmentation library for Sri Lankan traffic.
Classes: bike, bus, car, lorry, tuktuk, van
Install
pip install slvehicle # CPU
pip install slvehicle[gpu] # GPU (CUDA)
Usage
from slvehicle import VehicleDetector
det = VehicleDetector() # auto device
result = det.detect('image.jpg')
det.detect_and_save('input_folder/', 'output_folder/')
Performance
- mAP50: 97.3%
- Model size: 5.6 MB (FP16 ONNX)
- Speed: ~15 ms (GPU), ~80 ms (CPU)
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