starrywintersky

Sch-net

Human-Protein-Atlas---Single-Cell-Classification

VinBigData-Chest-X-ray-Abnormalities-Detection

AAPM2020_open_kbp

SIIM-ACR-Pneumothorax-Segmentation

Transformer-Explainability

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

vit-explain

Explainability for Vision Transformers

ViT-pytorch

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

pytorch-grad-cam

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

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

vision_transformer

Unet-Segmentation-Pytorch-Nest-of-Unets

Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet

Swin-Unet

[ECCVW 2022] The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"

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

C-Tran

General Multi-label Image Classification with Transformers

AI-Job-Resume

AI 算法岗简历模板

ADD-GCN

ADD-GCN: Attention-Driven Dynamic Graph Convolutional Network for Multi-Label Image Recognition (ECCV 2020)

tensorboardX

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

mean-teacher

A state-of-the-art semi-supervised method for image recognition

FixMatch-pytorch

Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"

py-apple-quadruped-robot

一个低成本大型全套四足机器人软硬件开源项目

curriculum

a repository for my curriculum project

openSleep

platform for sleep hacking and research

MixMatch-pytorch

Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"

google-research

Google Research

mixmatch

DeeperForensics-1.0

[CVPR 2020] A Large-Scale Dataset for Real-World Face Forgery Detection

Zstrip