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AGE Prdediction APP

Try out the APP here

https://melodious-mochi-db7070.netlify.app/

Steps for Local setup

  1. In main.py for load_model() use "../model/age_model.keras"
  2. In script.js use for fetch: "http://127.0.0.1:8000/predict"
  3. Run backend. Type cmd in terminal: cd backend
  4. type: uvicorn main:app --reload
  5. In browser open: http://127.0.0.1:8000/docs
  6. Backend is up
  7. Frontend:
  8. cd frontend
  9. python -m http.server 5500
  10. Open http://localhost:5500 in browser. Allow camera permissions.
  11. Service is UP !!

Model Training

Model Training is done in colab notebook. After that .kernal file is added to this repository. Colab notebook: https://colab.research.google.com/drive/1P0d6VfDdi1dfeet1DfyMNZ6feOvNreEu?usp=sharing

About

Backend api sends user image to ML model (Transfer Learning: MobileNetV2) which predicts age.

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