sahayabarbaralpricy/bone-fracture-detection

How sahayabarbaralpricy/bone-fracture-detection works

This Flask application supports user accounts and a logged-in X-ray workflow: upload an image with patient details, run fracture classification, save the result, and display it. Users can then review history, edit profiles, and download reports. The graph includes the app setup, query layer, image preprocessing, and model. Report generation is referenced by the sampled report route, but its implementation is absent from the supplied tree, so that subsystem’s path is unknown; upload-route internals were not excerpted.

Main entry points: app.py Flask app · templates Page templates · queries.py Database queries · prediction.py Prediction handler

Components 18

Web application

Flask app app.py
App configuration config.py
Page templates templates

X-ray assessment

X-ray upload routes/upload.py
Prediction handler routes/prediction.py
Image preprocessing model/preprocess.py
Fracture classifier model/predict.py
Trained model model/bone_fracture_model.h5
Uploaded images

Persistence

Database queries database/queries.py
MySQL database database/db.py

User and records

Login and registration routes/auth.py
Dashboard routes/dashboard.py
Prediction history routes/history.py
User profile routes/profile.py
Report download routes/report.py
PDF generation

Other components

Website user

Connections 28

Website user → Flask app: uses README.md
Flask app → App configuration: loads app.py
Flask app → MySQL database: initializes app.py
Flask app → Login and registration: registers app.py
Flask app → Dashboard: registers app.py
Flask app → X-ray upload: registers app.py
Flask app → Prediction handler: registers app.py
Flask app → Prediction history: registers app.py
Flask app → User profile: registers app.py
Flask app → Report download: registers app.py
Login and registration → Database queries: reads and writes routes/auth.py
Login and registration → Page templates: renders routes/auth.py
Dashboard → Page templates: renders routes/dashboard.py
X-ray upload → Page templates: renders
Prediction handler → Uploaded images: saves image routes/prediction.py
Prediction handler → Fracture classifier: requests classification routes/prediction.py
Prediction handler → Database queries: saves result routes/prediction.py
Prediction handler → Page templates: renders result routes/prediction.py
Fracture classifier → Image preprocessing: preprocesses image model/predict.py
Fracture classifier → Trained model: loads model model/predict.py
Prediction history → Database queries: reads history routes/history.py
Prediction history → Page templates: renders routes/history.py
User profile → Database queries: reads and updates routes/profile.py
User profile → Page templates: renders routes/profile.py
Report download → Database queries: reads records routes/report.py
Report download → PDF generation: generates PDF routes/report.py
Report download → Page templates: renders reports routes/report.py
Database queries → MySQL database: queries and updates database/queries.py

Drawn by GitDiagram on November 9, 2026 from the repository's file tree, README and source files. Read as Markdown ·