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notes_classifier's Introduction

Notes_classifier

During the exams season, we have to click a lot of images of our as well our friends' notes. These notes help us a lot during the exams. But after the exams are over, these photos become useless and occupy a lot of space in out devices.

It is a tedious and time consuming job to scan through all the pictures in our galley and select the images of the notes to delete them.

In this script, I have used a simple Convolutional Neural Network which is pre-trained on images belonging to classes : Notes and Non-Notes.

The CNN will classify the images into the above two classes. Images classified as "Notes" will be sent to a seperate folder from where they can be deleted in one go without wasting much time.

Important

The project is still in progress and is not completed yet. I would be posting the Issues in the "Issues" tab.

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notes_classifier's Issues

Shortage of training and testing data.

Right now I have 300 and 1130 images of classes "Notes" and "Not-Notes" in the training set and 98 and 600 images of "Notes" and "Not-Notes" in the test set. This is causing overfitting.

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