Milan Bins Mathew
Work archive

2023 / AI systems, Interfaces

Banana Ripeness Classifier

Banana Ripeness Classifier project still

Overview

Deep-learning pipeline that classifies bananas into Unripe / Midripe / Ripe / Overripe across 350+ images. CNN feature extraction (ResNet-50, VGG-16) feeding classical ML heads (Logistic Regression, SVM, KNN, Naive Bayes), best combo: VGG-16 features + Logistic Regression.

Year
2023
Focus
AI systems, Interfaces
Stack
  • ResNet-50
  • VGG-16
  • scikit-learn
  • Logistic Regression
  • Jupyter

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