AI · 2024
VisionTrack AI
Retail computer vision
Overview
Real-time object detection and behavioural analytics system deployed across a network of 40 stores.
Video processing pipeline with YOLO v8 fine-tuned on proprietary data. Edge inference on NVIDIA Jetson. Analytics dashboard with automatic anomaly detection. 23% reduction in losses.
Results
94.3%
+4.1%
Accuracy
30 fps
stable
FPS (edge)
40
+40
Deployments
Stack
- Python
- TensorFlow
- FastAPI
- OpenCV
- YOLO v8
- Redis
- Grafana