🎨 Semantic segmentation models, datasets and losses implemented in PyTorch.

ADE20K Dataset

Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching using pytorch-lightning

A Pytorch implementation of DeepCrack and RoadNet projects.

A journey into Convolutional Neural Network visualization

Small projects to clarify big concepts

My assignment solutions for Stanford’s CS231n (CNNs for Visual Recognition) and Michigan’s EECS 498-007/598-005 (Deep Learning for Computer Vision), version 2020.

Personal implementation for Stanford CS231n / Umich: Deep Learning for Computer Vision (by Justin Johnson)

MVSNet: Depth Inference for Unstructured Multi-view Stereo using pytorch-lightning

This repository will contain the note and code solotuion for the course Deep Learning for Computer Vision (EECS 498/598) offered by University of Michigan (by Prof.Justin Johnson)

This repository contains code snippets used in my data science articles published on Medium.

This project aims to rectify a projectively distorted image, first upto affine level and then to metric level.

This repository contains my solution to the assignments of the "EECS 498-007 / 598-005 Deep Learning for Computer Vision" course made by Michigan University Fall 2020.