aeren23/image-processing-skills

yolo-pipeline

YOLO detection, segmentation, classification, and pose estimation setup, training workflow, evaluation metrics, and XAI verification

mediapipe-tracking

Real-time face, hand, and body pose tracking with Google MediaPipe, solution selection, and comparison with YOLO pose estimation

morphology-toolkit

Opening vs Closing decision guide, structuring element selection, Top-Hat/Bottom-Hat contrast filters, and grayscale morphology

contour-analysis

Shape classification through mathematical ratios, bounding box extraction, centroid computation, and medical morphometric analysis

image-fundamentals

Color space decisions, format selection, coordinate conventions, and bit depth trade-offs for image processing

preprocessing-decisions

Filter selection decision tree, noise identification, edge detection priority, and kernel parameter rules

thresholding-strategy

Decision matrix for Global vs Otsu vs Adaptive thresholding, CLAHE parameter tuning, and histogram-based preprocessing