Task is to detect objects - icy bridges, on images coming from road cameras.
- Data from "rtp-aws", I also tried to solve this problem.
- Made annotattion with "CVAT.ai" with free account
- Created 2 classes:
- bridges
- icy_bridges
- Created 2 classes:
- Split data into train and validate batches
- Trained Yolo v8 image detection model
- Validated the trained model
Its a simple solution to try solve the problem and learn the CV technologies and object detection.
Train Yolov8 object detection on a custom dataset https://www.youtube.com/watch?v=m9fH9OWn8YM