Souvik Mandal 's repositories
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.
Black-View
A chrome extension to make web page background black and change text color for better readability.
Checkpointing
Unified model state dict and architecture checkpoints utils.
Combinatorial-game-theory
Algorithm analysis of Impartial and Partisan game theory.
Database-Management-for-Hospital
Database Management for a Hospital and simplified interface for hospital website
Face-Identification-from-Description
Face Identification from video using description of the face.
matplotlib
matplotlib: plotting with Python
medium_blogs
Codes and additional documentation for my medium blogs.
mattermost-server
Open source Slack-alternative in Golang and React - Mattermost
mattermost-webapp
Webapp of Mattermost server: https://github.com/mattermost/mattermost-server
metrics
Machine learning metrics for distributed, scalable PyTorch applications.
mmdetection
OpenMMLab Detection Toolbox and Benchmark
numpy
The fundamental package for scientific computing with Python.
Object-Detection-Resources
Resources for Object detection and Recognition
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.
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
phpmyadmin
A web interface for MySQL and MariaDB
pytorch-lightning-bolts
Toolbox of models, callbacks, and datasets for AI/ML researchers.
scikit-learn
scikit-learn: machine learning in Python
shogun
Shōgun
sympy
A computer algebra system written in pure Python
Testing-and-Debugging-Tools
A presentation on Testing and Debugging Tools
vscode
Visual Studio Code
yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite