/ImageClassification

Mini Project-III: Different type of Cat-Dog Binary Image Classification & also Multi-class classification on dogs breeds

Primary LanguageJupyter Notebook

Image-Classification

This was my Mini Project-III at Nirma University.

Case study - 1

Binary image classification
Dataset_source.ipynb file creates directories of training, validation and test images
Dataset_utils.ipynb file will be used to initialized X and y of model
model_summary.ipynb is used to plot graph

  1. Download dataset
  2. Execute Dataset_source.ipynb
  3. Then all the models
  4. Evaluate model using model_evalution_utils.py

Case study - 2

Fine-grained image classification - Dog breed classification
Download dataset

references: A Comprehensive Hands-on Guide to Transfer Learning with Real-World Applications in Deep Learning