https://github.com/suji04/chat_screenshot_classifier

This convolutional neural network can say if an input image is a chat screen-shot or a normal image
https://github.com/suji04/chat_screenshot_classifier

cnn fun-project image-classification image-processing keras-tensorflow machine-learning python

Last synced: 2 months ago
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This convolutional neural network can say if an input image is a chat screen-shot or a normal image

• Host: GitHub
• URL: https://github.com/suji04/chat_screenshot_classifier
• Owner: Suji04
• Created: 2019-01-01T07:18:01.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2021-03-20T01:54:24.000Z (almost 4 years ago)
• Last Synced: 2023-02-27T02:18:35.455Z (almost 2 years ago)
• Topics: cnn, fun-project, image-classification, image-processing, keras-tensorflow, machine-learning, python
• Language: Python
• Size: 65.4 KB
• Stars: 15
• Watchers: 3
• Forks: 5
• Open Issues: 3
• Metadata Files:
  • Readme: README.md

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README

        
# Chat_ScreenShot_Classifier

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%. 

# Motivation : 

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 

# Try yourself :

https://screen-shot-classifier.herokuapp.com/

# Model :

Download the model from : https://drive.google.com/open?id=1k99ndVPuxI3kDGs6or2rSUWPC5LSjF-9