Technical Demo of
AI for Mammograms
with Computer Vision
Upload an anonymized test image and watch a computer-vision pipeline highlight regions of technical interest. This demo does not issue medical diagnoses.
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info Research demo: results are illustrative and do not constitute medical advice.
What this project demonstrates
Computer Vision
YOLO-based visual detection pipeline over mammography images.
Privacy-aware demo
Private processing and controlled access. The uploaded original is deleted after normalization.
Engineering demo
Flask, PostgreSQL, Redis/RQ and asynchronous inference with Gunicorn.
How it works
Upload an anonymized image
JPG or PNG without patient data. It is validated and normalized in private storage.
Computer-vision inference
An async job (Redis/RQ) runs the YOLO pipeline over the normalized image.
Explore the technical output
Review model-detected regions and download the technical PDF summary.