Create A Binary classifier which categorizes input images as Cats or Dogs
Dataset can be downloaded from this link: Cat-Dog-Dat
The dataset provided consists of training data and testing data for both the categories.
- This code realizes a CNN for binary classification using tensorflow backened keras.
- The accuracy obtained was around 82%, and it was the only metric score considered.
- The algorithm was trained on well classified and labelled image data consisting of 10,000 images.
PS- Change the directory used in the code before running
To use pictures of your own, input the new directory in the code