Vision System Evolution
Our journey from consumer-grade webcams to professional vision systems
Detection Results
Early object detection results using our initial setup with consumer-grade hardware
Early Detection Results
Initial object detection using Logitech C270
Camera Evolution
From consumer webcams to professional vision systems - our journey to better detection
Logitech C270
Consumer-grade webcam
Techniques Tried:
- Watershed Segmentation
- Canny Edge Detection
- Blob Detection
- Color Thresholding
Limelight
Professional vision system
Vision Processing:
- Separate models for each color:
- Red samples
- Blue samples
- Yellow samples
- Color-Specific Detection
- Real-time Processing