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icy bridges, on images coming from road cameras.\n\n- Data from [\"rtp-aws\"](https://github.com/rtp-aws/devpost_aws_disaster_response/tree/main/icy-bridge), I also tried to solve this problem.\n- Made annotattion with [\"CVAT.ai\"](https://www.cvat.ai/) with free account\n  - Created 2 classes:\n    - bridges\n    - icy_bridges\n- Split data into train and validate batches\n- Trained Yolo v8 image detection model\n- Validated the trained model\n\nIts a simple solution to try solve the problem and learn the CV technologies and object detection. \n\n## Here is what it was able to detect:\n### Labeled objects\n![\"How it should be\"](/runs/detect/val2/val_batch0_labels.jpg)\n### Whats model detected on validation\n![\"What model detected\"](/runs/detect/val2/val_batch0_pred.jpg)\n### Confusion Matrix\n![\"Confusion Martix\"](/runs/detect/val2/confusion_matrix_normalized.png)\n\n## useful resources:\nTrain Yolov8 object detection on a custom dataset [https://www.youtube.com/watch?v=m9fH9OWn8YM](https://www.youtube.com/watch?v=m9fH9OWn8YM)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsrjchsv%2Ficy-bridges-detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsrjchsv%2Ficy-bridges-detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsrjchsv%2Ficy-bridges-detection/lists"}