vision-transformer

There are 8 repositories under vision-transformer topic.

huawei-noah / CV-Backbones
CV backbones including GhostNet, TinyNet and TNT, developed by Huawei Noah's Ark Lab.
convolutional-neural-networks cvpr efficient-inference ghostnet imagenet model-compression pretrained-models pytorch tensorflow transformer vision-transformer
Language:Python 2045
JingyunLiang / SwinIR
SwinIR: Image Restoration Using Swin Transformer (official repository)
image-super-resolution image-denoising compression-artifact-reduction image-deblocking transformer real-world-image-super-resolution lightweight-image-super-resolution image-restoration low-level-vision vision-transformer image-sr restoration super-resolution denoising deblocking decompression
Language:Python 1621
NielsRogge / Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
transformers pytorch bert vision-transformer layoutlm gpt-2
Language:Jupyter Notebook 1515
LaTeX-OCR
lukas-blecher / LaTeX-OCR
pix2tex: Using a ViT to convert images of equations into LaTeX code.
machine-learning transformer im2latex deep-learning image2text latex dataset pytorch im2markup ocr latex-ocr vit math-ocr vision-transformer image-processing python im2text
Language:Python 1455
google-research / scenic
Scenic: A Jax Library for Computer Vision Research and Beyond
attention computer-vision deep-learning jax research transformers vision-transformer
Language:Python 992
hila-chefer / Transformer-Explainability
[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.
deep-learning vision-transformer bert-model bert explainability transformer-interpretability perturbation attention-visualization visualize-classifications vit attention-matrix cvpr2021
Language:Jupyter Notebook 940
yitu-opensource / T2T-ViT
ICCV2021, Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet
t2t-transformer vision-transformer vit
Language:Jupyter Notebook 920
cmhungsteve / Awesome-Transformer-Attention
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
transformer attention-mechanism vision-transformer deep-learning awesome-list transformer-cv transformer-architecture transformer-awesome transformer-with-cv transformer-models visual-transformer computer-vision papers attention-mechanisms self-attention vit detr transformers
568
microsoft / Cream
This is a collection of our NAS and Vision Transformer work.
automl nas rpe vision-transformer vit-compression
Language:Python 560
hustvl / YOLOS
You Only Look at One Sequence (NeurIPS 2021)
computer-vision object-detection transformer vision-transformer
Language:Jupyter Notebook 558
xxxnell / how-do-vits-work
(ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"
loss-landscape pytorch self-attention transformer vision-transformer
Language:Python 533
JingyunLiang / VRT
VRT: A Video Restoration Transformer (official repository)
deblurring denoising low-level-vision restoration sr super-resolution transformer video video-deblurring video-denoising video-restoration video-sr video-super-resolution vision-transformer
Language:Python 530
towhee-io / towhee
A framework that provides a simple API for developing ML-driven data processing and search pipelines.
machine-learning convolutional-networks embedding-vectors embeddings computer-vision image-processing video-processing feature-extraction image-retrieval unstructured-data feature-vector transformer milvus towhee vision-transformer vit pipeline
Language:Python 504
Alibaba-MIIL / ImageNet21K
Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper
imagenet21k pretraining downstream semantic-softmax single-label multi-label-classification vision-transformer mixer
Language:Python 487
pprp / awesome-attention-mechanism-in-cv
:punch: CV中常用注意力模块;即插即用模块;ViT模型. PyTorch Implementation Collection of Attention Module and Plug&Play Module
pytorch-attention attention-model attention-mechanisms implementation vision-transformer plugandplay computer-vision
Language:Python 477
JDAI-CV / CoTNet
This is an official implementation for "Contextual Transformer Networks for Visual Recognition".
imagenet image-classification object-detection semantic-segmentation instance-segmentation mscoco mask-rcnn cotnet contextual-transformer vision-transformer
Language:Python 367
MCG-NJU / VideoMAE
VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training
self-supervised-learning action-recognition video-understanding masked-autoencoder transformer vision-transformer video-transformer mae
Language:Python 325
jacobgil / vit-explain
Explainability for Vision Transformers
vision-transformer pytorch explainable-ai deep-learning transformer
Language:Python 316
junyuchen245 / Transformer_for_medical_image_analysis
A collection of papers about Transformer in the field of medical image analysis.
transformer medical-image-processing tensorflow medical-image-analysis vision-transformer pytorch
309
sithu31296 / semantic-segmentation
SOTA Semantic Segmentation Models in PyTorch
semantic-segmentation pytorch transformer vision-transformer cityscapes ade20k camvid coco-stuff pascal-context deep-learning dataset
Language:Python 291
asyml / vision-transformer-pytorch
Pytorch version of Vision Transformer (ViT) with pretrained models. This is part of CASL (https://casl-project.github.io/) and ASYML project.
pytorch vision-transformer
Language:Python 264
gupta-abhay / pytorch-vit
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
hybrid-vit image-classification image-recognition transformers vision-transformer vit
Language:Python 248
chinhsuanwu / mobilevit-pytorch
A PyTorch implementation of "MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer".
mobilenetv2 mobilevit vision-transformer vit
Language:Python 243
alohays / awesome-visual-representation-learning-with-transformers
Awesome Transformers (self-attention) in Computer Vision
awesome-list computer-vision representation-learning self-attention transformers vision-transformer
240
alibaba / EasyCV
An all-in-one toolkit for computer vision
classification computer-vision object-detection pytorch self-supervised-learning transformers vision-transformer
Language:Python 234
raoyongming / GFNet
[NeurIPS 2021] Global Filter Networks for Image Classification
computer-vision deep-learning image-classification image-recognition vision-transformer
Language:Jupyter Notebook 218
cheerss / CrossFormer
The official code for the paper: https://arxiv.org/pdf/2108.00154.pdf
classification deep-learning instance-segmentation object-detection pytorch semantic-segmentation vision-transformer
Language:Python 215
youngwanLEE / MPViT
MPViT:Multi-Path Vision Transformer for Dense Prediction in CVPR 2022
vision-transformer detectron2 mmsegmentation
Language:Python 203
hustvl / MIMDet
MIMDet: Unleashing Vanilla Vision Transformer with Masked Image Modeling for Object Detection
computer-vision instance-segmentation mae masked-image-modeling object-detection transformer vision-transformer
Language:Python 192
martinsbruveris / tensorflow-image-models
TensorFlow port of PyTorch Image Models (timm) - image models with pretrained weights.
imagenet tensorflow vision-transformer
Language:Python 191
emla2805 / vision-transformer
Tensorflow implementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)
vision-transformer transformer computer-vision tensorflow
Language:Python 177
rentainhe / visualization
a collection of visualization function
attention attention-map attention-mechanism data-visualization deep-learning transformer vision vision-mlp vision-transformer visualization
Language:Python 177
omerbt / Splice
Official Pytorch Implementation for "Splicing ViT Features for Semantic Appearance Transfer" presenting "Splice" (CVPR 2022 Oral)
generative-models vision-transformer splice image-translation style-transfer single-image-generation single-image cvpr2022
Language:Jupyter Notebook 163
ZhangGongjie / SAM-DETR
Official PyTorch Implementation of SAM-DETR (CVPR 2022)
computer-vision cvpr cvpr2022 deep-learning detection detr machine-learning object-detection pytorch transformer vision vision-transformer
Language:Python 152
junyuchen245 / ViT-V-Net_for_3D_Image_Registration_Pytorch
Vision Transformer for 3D medical image registration (Pytorch).
convolutional-neural-networks image-registration pytorch-implementation vision-transformer
Language:Python 151
PaddlePaddle / PASSL
PASSL包含 SimCLR，MoCo v1/v2，BYOL，CLIP，PixPro，BEiT，MAE等图像自监督算法以及 Vision Transformer，DEiT，Swin Transformer，CvT，T2T-ViT，MLP-Mixer，XCiT，ConvNeXt，PVTv2 等基础视觉算法
deep-learning moco moco-v2 simclr clip self-supervised-learning paddle swin-transformer vision-transformer beit cvt convnext pixpro mae vit deit pvt xcit
Language:Python 143

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deep-learning pytorch object-detection tensorflow computer-vision