Identifying a particular Image is of Dog or Cat with the help of Convolutional Neural Network in python. Building a CNN with the help of Tflearn and Keras. It is an Image classification problem done with the help of CNN. For the Cat image label will be 1 and for the Dog the label is 0. Overall accuracy achieved is 75 percent for the Tflearn model. Models code can be found in Models folder.
https://www.kaggle.com/c/dogs-vs-cats-redux-kernels-edition/data
Training data contains 25000 Images and testing data contains 12500 Images.
1- Python 2.7 2- Tensorflow 3- OpenCV 4- Keras 5- Numpy