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Mitangshu Chatterjee's Projects

car_detection icon car_detection

Using openCV and numpy to detect vehicles present in a video

darkflow icon darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

darknet icon darknet

YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )

django-project1- icon django-project1-

Created a web application prototype for college it is still a work in progress..

fake-news-detector icon fake-news-detector

A lot of Fake news is spreading as wild fire these days so created a model which differentiates between the FAKE and REAL news using supervised learning through term frequency and Inverse document frequency vectorizer and PassiveAggressiveClassifier.

lkv---django-rest-api icon lkv---django-rest-api

It is basic django REST API application developed which is provided front end through android.

mask-detector icon mask-detector

Using OpenCV and deep learning created a model which can detect whether the person in the picture is wearing a mask or not.

rpg-battlegame icon rpg-battlegame

It is a multiplayer game in Python were the user can attack his enemies with a number of options or weapons also can heal himself with some enchantments and potions if have the required points to pay their cost. likewise the enemy can also attack with the same number of options available to user.

sarah-voice-assistant icon sarah-voice-assistant

Created a voice assistant in python language using the pyttsx3 package which reads commands of the user and also wishes the user depending the time of the day also searches through wikipedia and do other tasks like send a mail.

snoop-mask icon snoop-mask

It is a mask detection system which can detect the number of people wearing and number of people not wearing masks in a room through real time video feed using Ip cameras. It is a custom trained tiny yolo v3 model. The Web application is created using flask where you can provide the url of Ip cameras and start surveillance of your work place, school or institution.

webbrowser icon webbrowser

Using GUI framework PyQt5 of python created a basic web browser which can perform several features like reloading, opening and closing of tabs and creating a new tab and also has Google as its home page.

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