Muhsin14/ffb-ripeness-detector

Oil Palm FFB Ripeness Detector

A Flask web app that classifies fresh fruit bunch (FFB) images as Overripe, Ripe, or Unripe using a fine-tuned MobileNetV2 model (93.24% test accuracy).

Upload a photo on the Detect page to get a prediction with confidence scores. Images below an 85% confidence threshold are flagged as likely not oil palm FFB.

Local development

pip install -r requirements.txt
python app.py

Then open http://127.0.0.1:7860