akhanss

PyTorch-101-Tutorial-Series

PyTorch 101 series covering everything from the basic building blocks all the way to building custom architectures.

deeplearning

Utility scripts for deep learning (Keras, Pytorch)

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

COVID-19

COVID-19 Detector from x-rays using Computer Vision and Deep Learning

COVIDNet

PyTorch implementation of COVID-Net https://github.com/lindawangg/COVID-Net

pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-classification

Classification with PyTorch.

GridMask

isic2019

Code for the ISIC2019 Challenge

Color-Constancy

Using simple mlp to improve accuracy of low-level statistics-based methods

covid-chestxray-dataset

We are building an open database of COVID-19 cases with chest X-ray or CT images.

Class-balanced-loss-pytorch

Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"

ISIC2019

A repository for our explorations on the ISIC 2019 imaging dataset.

isic-2019

ISIC 2019 Skin Lesion Analysis Towards Melanoma Detection Challenge

CVPR2024-Paper-Code-Interpretation

cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

Deep-Tutorials-for-PyTorch

In-depth tutorials for implementing deep learning models on your own with PyTorch.

DifficultyAwareEmbedding

A difficulty-aware embedding of complementary deep networks for image classification

SPBL_Pytorch

PyTorch implementation of "Self-Paced Balance Learning for Clinical Skin Disease Recognition"

dermatologist

Pytorch implementation of the "Dermatologist-level classification of skin cancer with deep neural networks" research paper. Smaller dataset supplied by Udacity.

pytorch_cutmix

A PyTorch implementation of CutMix

kmnist

Repository for Kuzushiji-MNIST, Kuzushiji-49, and Kuzushiji-Kanji

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

umap

Uniform Manifold Approximation and Projection

BengaliDictionary

A Large Collection of Bengali Words & Translations (বাংলা-শব্দ-bengali-shobdo-bengal-word-list-bangla-translation-spell-check-checker-dictionary-translator-dataset-data-set-english-to-bd-bn-en-e2b-sobdo)

youtube-8m

Code of PhoenixLin(3rd place) in the 2nd Youtube8M Video Understanding Challenge

Compare-PyTorch-Catalyst-Ignite-Lightning

Comparing PyTorch Catalyst, Ignite, Lightning by sample code

ai-papers

AI papers with notes and quotes

HangulDB