Jeyadev R

AI / Computer Vision

Intel Scene Classification

CNN vs VGG16 vs Bagged Ensemble

Intel Scene Classification: CNN vs VGG16 vs Bagged Ensemble

About this project

Image classification on the Intel Image Classification dataset (6 scene classes), comparing a baseline CNN, fine-tuned VGG16 transfer learning, and a bagged-ensemble of Dense heads (~93% test accuracy), with Grad-CAM visualizations and misclassification analysis.

Category
AI / Computer Vision
Built by
Jeyadev R

Tech stack

  • TensorFlow
  • Keras
  • scikit-learn
  • Grad-CAM

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