/unscript2k23

ML based project

Primary LanguagePython

unscript2k23

ML based project Machine Learning Model to classify the documents readability (Very Good, Good, Bad, Very Bad) We have trained the model with features which are necessary to assess the quality of the document which are as follows: Noise, Blurriness, Vignetting, Clearness, Sharpness. We built various classification models such as Logistics, KNN, Decision Tree, SVM, Random Forest. Random forest gave the best accuracy. We have used the flask framework for deploying the model and creating a website to upload the images/documents. And a MySQL database for feedback submission on the website.