vision-transformers

There are 6 repositories under vision-transformers topic.

jacobgil / pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
deep-learning pytorch grad-cam visualizations interpretability interpretable-ai interpretable-deep-learning score-cam class-activation-maps vision-transformers explainable-ai xai image-classification machine-learning object-detection computer-vision explainable-ml
Language:Python 9539
DirtyHarryLYL / Transformer-in-Vision
Recent Transformer-based CV and related works.
transformer vision-transformers computer-vision self-attention multi-modal visual-language deep-learning paper
1295
awesome-transformers-in-medical-imaging
fahadshamshad / awesome-transformers-in-medical-imaging
A collection of resources on applications of Transformers in Medical Imaging.
awesome-list brain-tumor-segmentation brats2021 clinical-report covid-19 deep-neural-networks medical-image-analysis medical-image-classification medical-image-detection medical-image-reconstruction medical-image-registration medical-image-segmentation medical-image-synthesis medical-imaging medical-report-generate transformers vision-transformers
1116
raoyongming / DynamicViT
[NeurIPS 2021] [T-PAMI] DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification
vision-transformers image-classification computer-vision deep-learning
Language:Jupyter Notebook 534
yuxumin / PoinTr
[ICCV 2021 Oral] PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers
deep-learning computer-vision pointcloud-completion vision-transformers 3dvision iccv2021
Language:Python 530
NVlabs / FAN
Official PyTorch implementation of Fully Attentional Networks
backbone deep-learning image-classification object-detection vision-transformers visual-recognition semantic-segmentation corruption imagenet out-of-distribution pre-train cityscapes coco information-bottleneck self-attention visual-grouping
Language:Python 460
microsoft / esvit
EsViT: Efficient self-supervised Vision Transformers
self-supervised-learning vision-transformers
Language:Python 403
baaivision / Uni3D
[ICLR'24 Spotlight] Uni3D: 3D Visual Representation from BAAI
3d-representation-learning foundation-models vision-transformers
Language:Python 402
ShirAmir / dino-vit-features
Official implementation for the paper "Deep ViT Features as Dense Visual Descriptors".
deep-learning computer-vision vision-transformers co-segmentation part-segmentation semantic-correspondence dino pytorch
Language:Python 335
nateraw / huggingpics
🤗🖼️ HuggingPics: Fine-tune Vision Transformers for anything using images found on the web.
huggingface machine-learning pytorch vision-transformers
Language:Jupyter Notebook 262
Picsart-AI-Research / SeMask-Segmentation
[NIVT Workshop @ ICCV 2023] SeMask: Semantically Masked Transformers for Semantic Segmentation
pytorch semantic-segmentation ade20k cityscapes coco-stuff-10k semask vision-transformers
Language:Python 245
lucidrains / metnet3-pytorch
Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch
artificial-intelligence deep-learning unet vision-transformers weather-forecasting
Language:Python 174
uncbiag / SimpleClick
SimpleClick: Interactive Image Segmentation with Simple Vision Transformers (ICCV 2023)
interactive-segmentation vision-transformers masked-autoencoder pytorch
Language:Python 174
rishikksh20 / CrossViT-pytorch
Implementation of CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification
pytorch transformers image-classification computer-vision classifier vision-transformers
Language:Python 172
aim-uofa / Poseur
[ECCV 2022] The official repo for the paper "Poseur: Direct Human Pose Regression with Transformers".
coco-wholebody human-pose-estimation human36m vision-transformers
Language:Python 169
all-things-vits / code-samples
Holds code for our CVPR'23 tutorial: All Things ViTs: Understanding and Interpreting Attention in Vision.
attention cvpr2023 diffusers explainability representation-learning timm transformers tutorial vision-transformers
Language:Jupyter Notebook 156
FocusOnDepth
antocad / FocusOnDepth
A Monocular depth-estimation for in-the-wild AutoFocus application.
depth-estimation pytorch semantic-segmentation deep-learning dense-prediction vision-transformers
Language:Python 131
kahnchana / svt
Official repository for "Self-Supervised Video Transformer" (CVPR'22)
self-supervised-learning video-classification vision-transformers
Language:Python 94
jaehyunnn / ViTPose_pytorch
An unofficial implementation of ViTPose [Y. Xu et al., 2022]
computer-vision human-pose pose-estimation transformers vision-transformers vit vitpose
Language:Jupyter Notebook 91
chinmaynehate / DFSpot-Deepfake-Recognition
Determine whether a given video sequence has been manipulated or synthetically generated
deepfakes deepfakes-classification deep-learning deep-neural-networks siamese-network triplet-loss efficientnet ensemble-learning transfer-learning pytorch deepfake-detection-challenge faceforensics fake-news vision-transformers
Language:Python 89
georgosgeorgos / few-shot-diffusion-models
Few-Shot Diffusion Models
conditional-generation diffusion-models few-shot-generation generative-models vision-transformers
Language:Python 87
VITA-Group / SViTE
[NeurIPS'21] "Chasing Sparsity in Vision Transformers: An End-to-End Exploration" by Tianlong Chen, Yu Cheng, Zhe Gan, Lu Yuan, Lei Zhang, Zhangyang Wang
vision-transformers dynamic-sparsity model-compression pruning token-slimming sparse-training efficient-transformers
Language:Python 86
YifanXu74 / Evo-ViT
Official implement of Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer
computer-vision deep-learning image-classification vision-transformer vision-transformers
Language:Python 65
UdbhavPrasad072300 / Transformer-Implementations
Library - Vanilla, ViT, DeiT, BERT, GPT
pytorch transformer-implementations transformers vision-transformers
Language:Jupyter Notebook 57
HowieMa / PPT
[ECCV 2022] "PPT: token-Pruned Pose Transformer for monocular and multi-view human pose estimation"
eccv2022 human-pose-estimation pose-estimation transformers vision-transformers
Language:Python 55
dedeswim / vits-robustness-torch
Code for the paper "A Light Recipe to Train Robust Vision Transformers" [SaTML 2023]
adversarial-machine-learning adversarial-training machine-learning paper vision-transformers
Language:Jupyter Notebook 52
MingSun-Tse / Awesome-Efficient-ViT
Recent Advances on Efficient Vision Transformers
efficient-deep-learning model-compression transformers vision-transformers attention-is-all-you-need fast-attention efficient-vision-transformers
45
sayakpaul / deit-tf
Includes PyTorch -> Keras model porting code for DeiT models with fine-tuning and inference notebooks.
vision-transformers distillation inductive-biases computer-vision image-recognition imagenet-1k keras tensorflow
Language:Jupyter Notebook 41
SharifAmit / VTGAN
[ICCV'21] [Tensorflow] Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers
fluorescein-angiography generative-adversarial-network fundus-image-analysis vision-transformers vision-transformer semi-supervised-learning disease-prediction diabetic-retinopathy-detection
Language:Python 41
jhgan00 / image-retrieval-transformers
(Unofficial) PyTorch implementation of Training Vision Transformers for Image Retrieval(El-Nouby, Alaaeldin, et al. 2021).
deit image image-retrieval vision-transformers
Language:Python 38
uncbiag / SegNext
Rethinking Interactive Image Segmentation with Low Latency, High Quality, and Diverse Prompts (CVPR 2024)
interactive-image-segmentation segment-anything vision-transformers
Language:Python 38
sayakpaul / ViT-jax2tf
This repository hosts code for converting the original Vision Transformer models (JAX) to TensorFlow.
jax tensorflow vision vision-transformers tf-hub
Language:Jupyter Notebook 33
murufeng / Awesome_vision_transformer
Implementation of vision transformer. ⭐⭐⭐
vision-transformers paper transformer-task transformer deep-learning
Language:Python 29
sayakpaul / deploy-hf-tf-vision-models
This repository shows various ways of deploying a vision model (TensorFlow) from 🤗 Transformers.
huggingface keras kubernetes tensorflow tfserving transformers vertex-ai vision-transformers autoscaling docker kubernetes-engine onnx serverless locust
Language:Jupyter Notebook 29
nbasyl / OFQ
The official implementation of the ICML 2023 paper OFQ-ViT
icml icml2023 model-compression model-compression-papers model-quantization vision-transformer vision-transformers quantization-awar
Language:Python 26
uncbiag / iSegFormer
iSegFormer: Interactive Image/Volume Segmentation using Vision Transformers (MICCAI 2022)
interactive-segmentation medical-image-segmentation vision-transformers pytorch
Language:Python 25

vision-transformers

jacobgil / pytorch-grad-cam

DirtyHarryLYL / Transformer-in-Vision

fahadshamshad / awesome-transformers-in-medical-imaging

raoyongming / DynamicViT

yuxumin / PoinTr

NVlabs / FAN

microsoft / esvit

baaivision / Uni3D

ShirAmir / dino-vit-features

nateraw / huggingpics

Picsart-AI-Research / SeMask-Segmentation

lucidrains / metnet3-pytorch

uncbiag / SimpleClick

rishikksh20 / CrossViT-pytorch

aim-uofa / Poseur

all-things-vits / code-samples

antocad / FocusOnDepth

kahnchana / svt

jaehyunnn / ViTPose_pytorch

chinmaynehate / DFSpot-Deepfake-Recognition

georgosgeorgos / few-shot-diffusion-models

VITA-Group / SViTE

YifanXu74 / Evo-ViT

UdbhavPrasad072300 / Transformer-Implementations

HowieMa / PPT

dedeswim / vits-robustness-torch

MingSun-Tse / Awesome-Efficient-ViT

sayakpaul / deit-tf

SharifAmit / VTGAN

jhgan00 / image-retrieval-transformers

uncbiag / SegNext

sayakpaul / ViT-jax2tf

murufeng / Awesome_vision_transformer

sayakpaul / deploy-hf-tf-vision-models

nbasyl / OFQ

uncbiag / iSegFormer