Ashutosh Mishra's repositories
Semseg-Notebooks
This repository contains IPython notebooks explanining semantic segmentation from scratch.
LRR-Semantic-Segmentation
Course project for Computer Vision to reproduce ECCV 2016 paper "Laplaican Refinement and Reconstruction Network for Semantic Segmentation""
Reading-Comprehension
Code for course project done in NLP Course under Prof Manish Srivastava, IIITH
Awesome-NAS
A curated list of neural architecture search (NAS) resources.
awesome-panoptic-segmentation
This repo is the collection of the challenging panoptic segmentation, including papers and codes.
CenterTrack
Simultaneous object detection and tracking using center points.
Correlated-VAEs
Code for my ICML 2019 paper "Correlated Variational Auto-Encoders"
DeepImageBlending
This is a Pytorch implementation of deep image blending
DeepNLP-models-Pytorch
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
erfnet_pytorch
Pytorch code for semantic segmentation using ERFNet
faster-rcnn.pytorch
A faster pytorch implementation of faster r-cnn
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
pytorch-metric-learning
The easiest way to use metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
pytorch_GAN_zoo
A mix of GAN implementations including progressive growing
PyTorchProjectFramework
A basic framework for your PyTorch projects
PyTorchZeroToAll
Simple PyTorch Tutorials Zero to ALL!
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
RPISegProject
Repository containing code to do performance modelling on RPI
stanford-cs-230-deep-learning
VIP cheatsheets for Stanford's CS 230 Deep Learning
Symmetric-Difference-of-Polygons
Repository containing code for symmetric difference of polygons
Weighted-Boxes-Fusion
Set of methods to ensemble boxes from object detection models, including implementation of "Weighted boxes fusion (WBF)" method.