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Souvik Mandal 's Projects

black-view icon black-view

A chrome extension to make web page background black and change text color for better readability.

checkpointing icon checkpointing

Unified model state dict and architecture checkpoints utils.

mattermost-webapp icon mattermost-webapp

Webapp of Mattermost server: https://github.com/mattermost/mattermost-server

medium_blogs icon medium_blogs

Codes and additional documentation for my medium blogs.

metrics icon metrics

Machine learning metrics for distributed, scalable PyTorch applications.

numpy icon numpy

The fundamental package for scientific computing with Python.

object-presence-notification-system icon object-presence-notification-system

​To develop an object presence notification (time-based) algorithm detect certain objects on real-time video stream and generate a notification if they are found present for more than specified time.

oedr-for-autonomous-vehicle icon oedr-for-autonomous-vehicle

We have used supervised machine learning and computer vision techniques to develop an Object and Event Detection and Recognition (OEDR) system. This system was developed in a constrained environment (university level) and to achieve this we have used the IPG-CarMaker simulator.

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

sympy icon sympy

A computer algebra system written in pure Python

yolov5 icon yolov5

YOLOv5 πŸš€ in PyTorch > ONNX > CoreML > TFLite

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