33 results found Sort:

jacobgil
pytorch-grad-cam jacobgil
1.5k
9.6k
mit
43
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
xai pytorch grad-cam score-cam deep-learning explainable-ai explainable-ml visualizations computer-vision interpretability interpretable-ai machine-learning object-detection vision-transformers image-classification class-activation-maps interpretable-deep-learning
Created 2017-05-31
221 commits to master branch, last one 3 days ago
DirtyHarryLYL
Transformer-in-Vision DirtyHarryLYL
142
1.3k
unknown
87
Recent Transformer-based CV and related works.
paper multi-modal transformer deep-learning self-attention computer-vision visual-language vision-transformers
Created 2021-02-11
828 commits to main branch, last one 9 months ago
fahadshamshad
awesome-transformers-in-medical-imaging fahadshamshad
171
1.1k
unknown
19
A collection of resources on applications of Transformers in Medical Imaging.
covid-19 brats2021 awesome-list transformers clinical-report medical-imaging vision-transformers deep-neural-networks medical-image-analysis medical-image-detection medical-image-synthesis medical-report-generate brain-tumor-segmentation medical-image-registration medical-image-segmentation medical-image-classification medical-image-reconstruction
Created 2021-12-03
116 commits to main branch, last one about a month ago
raoyongming
DynamicViT raoyongming
68
536
mit
10
[NeurIPS 2021] [T-PAMI] DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification
deep-learning computer-vision vision-transformers image-classification
Created 2021-06-03
45 commits to master branch, last one 10 months ago
yuxumin
PoinTr yuxumin
103
535
mit
12
[ICCV 2021 Oral] PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers
3dvision iccv2021 deep-learning computer-vision vision-transformers pointcloud-completion
Created 2021-08-12
87 commits to master branch, last one 9 months ago
NVlabs
FAN NVlabs
28
462
other
21
Official PyTorch implementation of Fully Attentional Networks
coco backbone imagenet pre-train cityscapes corruption deep-learning self-attention visual-grouping object-detection visual-recognition out-of-distribution vision-transformers image-classification semantic-segmentation information-bottleneck
Created 2022-04-20
18 commits to master branch, last one about a year ago
baaivision
Uni3D baaivision
23
410
mit
12
[ICLR'24 Spotlight] Uni3D: 3D Visual Representation from BAAI
foundation-models vision-transformers 3d-representation-learning
Created 2023-10-10
11 commits to main branch, last one 4 months ago
microsoft
esvit microsoft
41
404
mit
12
EsViT: Efficient self-supervised Vision Transformers
vision-transformers self-supervised-learning
Created 2021-07-01
27 commits to main branch, last one 9 months ago
ShirAmir
dino-vit-features ShirAmir
36
339
mit
4
Official implementation for the paper "Deep ViT Features as Dense Visual Descriptors".
dino pytorch deep-learning co-segmentation computer-vision part-segmentation vision-transformers semantic-correspondence
Created 2021-12-16
25 commits to main branch, last one about a year ago
nateraw
huggingpics nateraw
24
265
unknown
4
🤗🖼️ HuggingPics: Fine-tune Vision Transformers for anything using images found on the web.
pytorch huggingface machine-learning vision-transformers
Created 2021-06-29
38 commits to main branch, last one 24 days ago
Picsart-AI-Research
SeMask-Segmentation Picsart-AI-Research
36
245
other
9
[NIVT Workshop @ ICCV 2023] SeMask: Semantically Masked Transformers for Semantic Segmentation
ade20k semask pytorch cityscapes coco-stuff-10k vision-transformers semantic-segmentation
Created 2021-12-23
21 commits to main branch, last one 7 months ago
uncbiag
SimpleClick uncbiag
30
185
mit
6
SimpleClick: Interactive Image Segmentation with Simple Vision Transformers (ICCV 2023)
pytorch masked-autoencoder vision-transformers interactive-segmentation
Created 2022-09-26
86 commits to v1.0 branch, last one 6 months ago
lucidrains
metnet3-pytorch lucidrains
23
179
mit
5
Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch
unet deep-learning vision-transformers weather-forecasting artificial-intelligence
Created 2023-11-04
32 commits to main branch, last one 6 months ago
rishikksh20
CrossViT-pytorch rishikksh20
18
176
mit
2
Implementation of CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification
pytorch classifier transformers computer-vision vision-transformers image-classification
Created 2021-03-30
9 commits to master branch, last one 3 years ago
aim-uofa
Poseur aim-uofa
12
169
other
6
[ECCV 2022] The official repo for the paper "Poseur: Direct Human Pose Regression with Transformers".
human36m coco-wholebody vision-transformers human-pose-estimation
Created 2022-07-19
37 commits to main branch, last one 6 months ago
all-things-vits
code-samples all-things-vits
11
158
apache-2.0
6
Holds code for our CVPR'23 tutorial: All Things ViTs: Understanding and Interpreting Attention in Vision.
timm cvpr2023 tutorial attention diffusers transformers explainability vision-transformers representation-learning
Created 2023-06-08
25 commits to main branch, last one 11 months ago
antocad
FocusOnDepth antocad
30
131
mit
6
A Monocular depth-estimation for in-the-wild AutoFocus application.
pytorch deep-learning dense-prediction depth-estimation vision-transformers semantic-segmentation
Created 2021-11-25
122 commits to master branch, last one 10 months ago
kahnchana
svt kahnchana
21
98
mit
8
Official repository for "Self-Supervised Video Transformer" (CVPR'22)
vision-transformers video-classification self-supervised-learning
Created 2021-11-23
25 commits to master branch, last one about a year ago
jaehyunnn
ViTPose_pytorch jaehyunnn
18
91
apache-2.0
1
An unofficial implementation of ViTPose [Y. Xu et al., 2022]
vit vitpose human-pose transformers computer-vision pose-estimation vision-transformers
Created 2022-12-18
23 commits to main branch, last one about a year ago
chinmaynehate
DFSpot-Deepfake-Recognition chinmaynehate
20
91
mit
3
Determine whether a given video sequence has been manipulated or synthetically generated
pytorch deepfakes fake-news efficientnet triplet-loss deep-learning faceforensics siamese-network ensemble-learning transfer-learning vision-transformers deep-neural-networks deepfakes-classification deepfake-detection-challenge
Created 2021-11-28
70 commits to master branch, last one about a year ago
VITA-Group
SViTE VITA-Group
12
87
mit
15
[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
pruning token-slimming sparse-training dynamic-sparsity model-compression vision-transformers efficient-transformers
Created 2021-05-28
9 commits to main branch, last one 6 months ago
georgosgeorgos
few-shot-diffusion-models georgosgeorgos
5
87
unknown
3
Few-Shot Diffusion Models
diffusion-models generative-models few-shot-generation vision-transformers conditional-generation
Created 2022-05-24
7 commits to main branch, last one about a year ago
YifanXu74
Evo-ViT YifanXu74
5
65
mit
1
Official implement of Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer
deep-learning computer-vision vision-transformer vision-transformers image-classification
Created 2021-09-06
149 commits to main branch, last one about a year ago
UdbhavPrasad072300
Transformer-Implementations UdbhavPrasad072300
17
58
mit
3
Library - Vanilla, ViT, DeiT, BERT, GPT
pytorch transformers vision-transformers transformer-implementations
Created 2020-12-07
92 commits to main branch, last one 2 years ago
HowieMa
PPT HowieMa
1
55
unknown
4
[ECCV 2022] "PPT: token-Pruned Pose Transformer for monocular and multi-view human pose estimation"
eccv2022 transformers pose-estimation vision-transformers human-pose-estimation
Created 2022-07-09
7 commits to main branch, last one about a year ago
dedeswim
vits-robustness-torch dedeswim
3
52
unknown
2
Code for the paper "A Light Recipe to Train Robust Vision Transformers" [SaTML 2023]
paper machine-learning vision-transformers adversarial-training adversarial-machine-learning
Created 2021-11-08
364 commits to master branch, last one about a year ago
MingSun-Tse
Awesome-Efficient-ViT MingSun-Tse
0
45
mit
5
Recent Advances on Efficient Vision Transformers
transformers fast-attention model-compression vision-transformers efficient-deep-learning attention-is-all-you-need efficient-vision-transformers
Created 2022-09-30
8 commits to master branch, last one about a year ago
uncbiag
SegNext uncbiag
3
42
mit
4
Rethinking Interactive Image Segmentation with Low Latency, High Quality, and Diverse Prompts (CVPR 2024)
segment-anything vision-transformers interactive-image-segmentation
Created 2024-03-10
15 commits to main branch, last one about a month ago
SharifAmit
VTGAN SharifAmit
7
42
bsd-3-clause
3
[ICCV'21] [Tensorflow] Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers
disease-prediction vision-transformer vision-transformers fundus-image-analysis fluorescein-angiography semi-supervised-learning diabetic-retinopathy-detection generative-adversarial-network
Created 2021-04-14
68 commits to main branch, last one about a year ago
sayakpaul
deit-tf sayakpaul
7
41
apache-2.0
2
Includes PyTorch -> Keras model porting code for DeiT models with fine-tuning and inference notebooks.
keras tensorflow imagenet-1k distillation computer-vision inductive-biases image-recognition vision-transformers
Created 2022-03-27
45 commits to main branch, last one 2 years ago