aeren23
- 7 skills
- 0 followers
- 1 day ago last updated
- ▌ Yolo Pipeline · aeren23YOLO detection, segmentation, classification, and pose estimation setup, training workflow, evaluation metrics, and XAI verification
- ▌ Contour Analysis · aeren23Shape classification through mathematical ratios, bounding box extraction, centroid computation, and medical morphometric analysis
- ▌ Image Fundamentals · aeren23Color space decisions, format selection, coordinate conventions, and bit depth trade-offs for image processing
- ▌ Morphology Toolkit · aeren23Opening vs Closing decision guide, structuring element selection, Top-Hat/Bottom-Hat contrast filters, and grayscale morphology
- ▌ Mediapipe Tracking · aeren23Real-time face, hand, and body pose tracking with Google MediaPipe, solution selection, and comparison with YOLO pose estimation
- ▌ Thresholding Strategy · aeren23Decision matrix for Global vs Otsu vs Adaptive thresholding, CLAHE parameter tuning, and histogram-based preprocessing
- ▌ Preprocessing Decisions · aeren23Filter selection decision tree, noise identification, edge detection priority, and kernel parameter rules