Image classification on dogs vs cats data
- Tensorflow or Theano as backend
- I have used Keras with tensorflow as backend
- Numpy
- Matplotlib
- Install dependencies by ! pip install <-dependency->
- Install data from https://www.kaggle.com/c/dogs-vs-cats
- Format data folder as you wish or as testing and training folder
- Training folder containing cats and dogs folder with images of them i.e. the classes with their data
- Testing folder with your test data provided in the link.
- Run Jupyter notebook by cmd "jupyter notebook" or cmd "python filename.py"
- More epochs amd steps with more computational power
- CNN structuring in a better manner
- More classes with better data.