Create the program that classify cats and dogs on the images using the deep neural networks. Train the neural network on the computational cluster using GPU.
Programming language: Python.
Download training data from Kaggle Cats vs Dogs competition.
For testing use pictures from the social networks.
1. How to Setup a Python Environment for Machine Learning and Deep Learning with Anaconda.
2. Handwritten Digit Recognition using Convolutional Neural Networks in Python with Keras
3. Building powerful image classification models using very little data.
4. Installing Keras and Theano (in Russian).
5. Working with images in Keras.
7. Images of hand written digits: https://www.asozykin.ru/assets/dl/2.png
8. Object recognition using CIFAR-10 dataset.
10. Udacity course on Python for Data Analysis.
11. Image Net Dataset.
12. Keras Applications.
13. How to run a program to train the neural network on the cluster.