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1. video-tracking-analytics video-tracking-analytics Public

   Real-time multi-object tracking & counting pipeline using YOLOv8 + ByteTrack. Trajectory trails, heatmaps, virtual line counters, and live stats dashboard. Optimised for Apple M1 (MPS).

   Python 3 2

2. multi-camera-people-tracking multi-camera-people-tracking Public

   Multi-camera people tracking with cross-camera ReID association and bird's-eye-view spatial mapping. YOLOv8m + StrongSort + OSNet on EPFL Laboratory dataset — CMC@3: 90.0%

   Python 3

3. advanced-multi-object-tracking advanced-multi-object-tracking Public

   Advanced multi-object tracking pipeline — YOLOv8m + StrongSORT with OSNet appearance embeddings on MOT17. HOTA 41.6 | MOTA 38.1 | IDF1 50.8. Benchmarked against ByteTrack baseline with TrackEval.

   Python 2

4. traffic-sign-classifier traffic-sign-classifier Public

   EfficientNet-B0 traffic sign classifier — 98.1% test accuracy on GTSRB (43 classes). Real-time webcam inference, weighted loss, two-phase fine-tuning. PyTorch + timm.

   Python 1

5. semantic-segmentation semantic-segmentation Public

   Semantic segmentation on PASCAL VOC 2012 using DeepLabV3+ ResNet50. Achieves 68.65% mIoU with real-time video inference on Apple M1.

   Python 1

6. instance-segmentation instance-segmentation Public

   Fine-tuned Mask R-CNN (ResNet-50 + FPN) on COCO subset for instance segmentation. Two-phase training, custom AP/AR metrics, real-time webcam + video inference. AP50: 52.3% | mAP: 25.2% | Built with…

   Python 1