This convolutional neural network can predict if an input image is a chat screen-shot or a normal image. I have trained the model on 527 training images and tested on 132 test images. After 5 epochs it reached a training set accuracy more than 99% and a test set accuracy more than 98%.
I have a couple of friends who used to send me a lot of chat screen-shots. Gradually my phone gallery became filled with them. So I thought it would be nice if I can make a model which can separate the chat screen-shots from other images for me :P
https://screen-shot-classifier.herokuapp.com/
Download the model from : https://drive.google.com/open?id=1k99ndVPuxI3kDGs6or2rSUWPC5LSjF-9