Industrial Robot Detection
Complete YOLOv8-based robot and industrial equipment detection system. Trained on 979 annotated images with YOLO-format labels for detecting industrial equipment including lathes, drill presses, and collaborative robots (cobots).
Includes full ML pipeline from Roboflow dataset download to training, evaluation, and real-time webcam inference.
Key Features
- YOLOv8 custom-trained detection model
- 979-image annotated dataset (train/val/test splits)
- Detects Lathe, Drillpress, and Robotcobot classes
- Multiple model sizes (nano to xlarge)
- Real-time webcam detection support
- Roboflow dataset integration
- Comprehensive training monitoring with confusion matrices
- Configurable confidence and IoU thresholds
Detection Results
