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Veer Singh's Projects

administrative-system-based-on-neptun icon administrative-system-based-on-neptun

📒 Meptun - Educational administration system for students. Desktop application written in Java using H2 database. UI was created using JavaFX. Project was completed in a team of 4 using Trello as project management software.

chat-application icon chat-application

💬 A WPF chat application with MySQL database. Lets users connect using personal accounts, send personal or public messages and also share files.

gre-guide icon gre-guide

📚 This is how i scored 327 in GRE in 30 days.

image-analyser icon image-analyser

🔍 This android app lets the user pick an image from their gallery and then tries to identify some basic elements found in the image.

ocr-with-tesseract icon ocr-with-tesseract

⛏️ Contains 4 python modules. Basic OCR using Google's Tesseract on single image and pdf. Auto orientation correction for scanned docs. Auto noise type detection and reduction. Watermark and stain removal on scanned docs. These modules act as preprocessing tools for the best OCR results.

recommender-system-using-personal-spotify-data icon recommender-system-using-personal-spotify-data

🎶 8 Machine Learning classification algorithms were used on my personal spotify data to create the ultimate playlist. Features were scaled for some algorithms, hyperparameters were tuned to achieve best results. Data was collected using Spotify Web API and then cleaned and labelled.

signature-detection-and-extraction icon signature-detection-and-extraction

🖋️ 3 open source signature detection and extraction modules were analyzed. 3 more modules were created by modifying and combining the open source modules, creating a module which outperformed all existing modules. A custom CNN was built using Keras to detect signatures and pre existing VGG16 CNN was modified to create a signature extraction model. Trained and tested on the Tobacco800 dataset.

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