Machine LearningShipped
DDH X-ray Preprocessing
Classical OpenCV pipeline for cleaning hip x-rays
About
Modular Jupyter notebook that strips overlaid measurement lines and printed labels from DDH hip x-rays using classical OpenCV inpainting. Five sections, multiple detection strategies (percentile threshold, HoughLinesP, Sobel/DoG derivatives) for lines and (adaptive thresholding, MSER, hybrid union) for text. A mask registry tracks every detection, combines selected masks, and inpaints once. Cleaned output written to a separate folder so originals stay intact.
Status
Notebook is complete and was used to clean the dataset for downstream classification work.
Stack
PythonOpenCVJupyterNumPyMatplotlib