Mayesh Mohapatra's Projects
100 Days of ML Coding
Data, analytic code, and findings supporting BuzzFeed News's analysis of fentanyl and cocaine overdose deaths.
Common Algorithms which are usually taught in Data Structures and Algorithms courses.
A collection of basic ML Projects.
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
Implementation of DenseNet-121 on the CheXpert Dataset.
A collection of State of the Art Convolutional Neural Network based architectures which are implemented from the ground up.
Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)
CS7015: Deep learning, IIT Madras. This repository contains code for all the assignments completed as a part of the course CS7015 Deep Learning at IIT Madras during the Jan-May semester of 2019 and some other useful material.
A repository containing simple computer vision tasks, mostly implemented without any ML in them, using only computer vision techniques
:bar_chart: Path to a free self-taught education in Data Science!
A boilerplate to get started with a Deep Learning project (Vision)
[CVPR 2023] Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolatio
An index of all our open-source data, analysis, libraries, tools, and guides.
Learn, Contribute, Win
Config files for my GitHub profile.
Basics for learning Python
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
A list of research papers that I have read so far and recommend to other Deep Learning enthusiasts such as myself.
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
VIP cheatsheets for Stanford's CME 106 Probability and Statistics for Engineers
StyleGAN - TensorFlow 2.0 implementation compatible with the official code
TrumpWorld data as CSV and GraphML files