Image Scene Classification using CNN

This app classifies the images and predicts whether the image has Buildings, Mountains, Sea, Street, Glacier in it.

Short Description

In this projects I have used two Deep Learning CNN Models:-

1. VGG 16 (Transfer Learning Model):- This model gives 93.6% accuracy on training data & 86.6% accuracy on validation data

2. Simple CNN Model:- This model gives 89.9.6% accuracy on training data & 80.46% accuracy on validation data

Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
.gitattributes		.gitattributes
.gitignore		.gitignore
CNN accuracy graph.png		CNN accuracy graph.png
CNN_model.hdf5		CNN_model.hdf5
Complete app.py		Complete app.py
Link to the Single Model App.txt		Link to the Single Model App.txt
README.md		README.md
Simple CNN(KT).ipynb		Simple CNN(KT).ipynb
Simple CNN.ipynb		Simple CNN.ipynb
VGG 16 Model (Transfer Learning).ipynb		VGG 16 Model (Transfer Learning).ipynb
VGG16 accuracy graph.png		VGG16 accuracy graph.png
VGG16_model.zip		VGG16_model.zip
app.py		app.py
requirements.txt		requirements.txt