Ashutosh Mishra's starred repositories
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
ML-Papers-of-the-Week
🔥Highlighting the top ML papers every week.
Production-Level-Deep-Learning
A guideline for building practical production-level deep learning systems to be deployed in real world applications.
Awesome-Transformer-Attention
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
Awesome-Vision-Attentions
Summary of related papers on visual attention. Related code will be released based on Jittor gradually.
ControlVideo
[ICLR 2024] Official pytorch implementation of "ControlVideo: Training-free Controllable Text-to-Video Generation"
Deep-Learning-Tricks
Enumerate diverse machine learning training tricks.
HyperNetworks
PyTorch implementation of HyperNetworks (Ha et al., ICLR 2017) for ResNet (Residual Networks)
awesome-computer-vision-in-sports
A comprehensive list of papers on computer vision in sports
see-inside-cnn
Going deeper into Deep CNNs through visualization methods: Saliency maps, optimize a random input image and deep dreaming with Keras
lectures-and-homeworks
📚 A place for all supplementary materials like slides, homework assignments etc.
Mask2Anomaly-Unmasking-Anomalies-in-Road-Scene-Segmentation
[ICCV'23 Oral] Unmasking Anomalies in Road-Scene Segmentation
hyperlight
Modular and intuitive Hypernetworks in Pytorch
vs3-cnn-labs
Computer vision labs for Vision and Sports Summer School 2022
Semseg-Notebooks
This repository contains IPython notebooks explanining semantic segmentation from scratch.
contextual_class
Reducing Annotation Cost by Labeling Contextually Diverse Classes WACV2023