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Sumit Debnath's Projects

ai-virtual-mouse-controller icon ai-virtual-mouse-controller

Developed an AI-based system to control the mouse cursor using Python and OpenCV with the real-time camera. Fingertip location is mapped to RGB images to control the mouse cursor.

autonomousracingpathfinding icon autonomousracingpathfinding

A path finding algorithm that first converts the track into a graph-node representation via a matrix representation and then generates an optimal path via d* or something

calculator icon calculator

Calculator app created with Java Swing, this calculator is simple with an easy code to help novices learn how to operate a calculator.

car-behavioral-cloning icon car-behavioral-cloning

Built and trained a convolutional network for end-to-end driving in a simulator using Tensorflow and Keras

cme-data-scraper icon cme-data-scraper

The CME Group Futures Data Scraper is a Python script that enables users to retrieve futures data from the CME Group API and transform it into a structured format for analysis. The script offers a convenient way to access and process financial data from the Chicago Mercantile Exchange (CME) for a specified date.

complete-placement-preparation icon complete-placement-preparation

This repository consists of all the material required for cracking the coding rounds and technical interviews during placements.

covaid icon covaid

Corona - COVID19 virus affects the respiratory system of healthy individual & Chest X -Ray is one of the important imaging methods to identify the corona virus. With the Chest X - Ray dataset, Develop a Machine Learning Model to classify the X Rays of Healthy vs Pneumonia (Corona) affected patients & this model powers the AI application to test the Corona Virus in Faster Phase.

cvzone icon cvzone

This is a Computer vision package that makes its easy to run Image processing and AI functions. At the core it uses OpenCV and Mediapipe libraries.

deepself icon deepself

Creating `Autonomous cars` and simulations from basics of `Deep Learning` and `Computer Vision`.

estimatza icon estimatza

BodyAndFaceEstimation has addressed the principal ongoing multi-individual framework to mutually recognize human body, hand, facial, and foot keypoints (altogether 135 keypoints) on single pictures.

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