46 results found Sort:

lukas-blecher
LaTeX-OCR lukas-blecher
922
11.1k
mit
68
pix2tex: Using a ViT to convert images of equations into LaTeX code.
ocr vit latex python dataset im2text pytorch im2latex math-ocr im2markup latex-ocr image2text transformer deep-learning image-processing machine-learning vision-transformer
Created 2020-12-11
306 commits to main branch, last one 8 months ago
cmhungsteve
Awesome-Transformer-Attention cmhungsteve
475
4.3k
unknown
122
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
vit detr papers transformer awesome-list transformers deep-learning self-attention transformer-cv computer-vision transformer-models vision-transformer visual-transformer attention-mechanism transformer-awesome transformer-with-cv attention-mechanisms transformer-architecture
Created 2021-09-15
1,594 commits to main branch, last one 10 days ago
towhee-io
towhee towhee-io
239
3.0k
apache-2.0
29
Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.
llm vit milvus towhee pipeline embeddings transformer feature-vector computer-vision image-retrieval image-processing machine-learning video-processing embedding-vectors unstructured-data feature-extraction vision-transformer convolutional-networks
Created 2021-07-13
1,576 commits to main branch, last one 4 months ago
hila-chefer
Transformer-Explainability hila-chefer
227
1.7k
mit
21
[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.
vit bert cvpr2021 bert-model perturbation deep-learning explainability attention-matrix vision-transformer attention-visualization visualize-classifications transformer-interpretability
Created 2020-11-23
86 commits to main branch, last one about a year ago
BR-IDL
PaddleViT BR-IDL
315
1.2k
apache-2.0
10
:robot: PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+
cv gan mlp vit detection transformer paddlepaddle segmentation deep-learning classification computer-vision encoder-decoder object-detection semantic-segmentation
Created 2021-08-30
801 commits to develop branch, last one about a year ago
yitu-opensource
T2T-ViT yitu-opensource
173
1.1k
other
18
ICCV2021, Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet
vit t2t-transformer vision-transformer
Created 2021-01-23
63 commits to main branch, last one about a year ago
roboflow
inference roboflow
78
1.1k
other
19
A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.
vit onnx docker jetson python server yolact yolov5 yolov7 yolov8 tensorrt inference deployment inference-api classification computer-vision inference-server machine-learning object-detection instance-segmentation
Created 2023-07-31
2,373 commits to main branch, last one 4 days ago
Yangzhangcst
Transformer-in-Computer-Vision Yangzhangcst
118
959
unknown
36
A paper list of some recent Transformer-based CV works.
vit detr papers awesome transformer deep-learning transformer-cv computer-vision transformer-awesome
Created 2021-04-14
1,583 commits to main branch, last one a day ago
sail-sg
Adan sail-sg
63
728
apache-2.0
7
Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models
mae vit adan gpt2 timm resnet fairseq pytorch convnext diffusion optimizer bert-model dreamfusion deep-learning transformer-xl cuda-programming artificial-intelligence
Created 2022-09-01
28 commits to main branch, last one about a month ago
open-compass
VLMEvalKit open-compass
59
504
apache-2.0
8
Open-source evaluation toolkit of large vision-language models (LVLMs), support GPT-4v, Gemini, QwenVLPlus, 50+ HF models, 20+ benchmarks
gpt llm vit vqa clip gpt4 qwen llava claude gemini gpt-4v openai chatgpt pytorch evaluation openai-api multi-modal computer-vision large-language-models
Created 2023-12-01
488 commits to main branch, last one a day ago
chinhsuanwu
mobilevit-pytorch chinhsuanwu
67
475
mit
5
A PyTorch implementation of "MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer"
vit mobilevit mobilenetv2 vision-transformer
Created 2021-10-07
4 commits to master branch, last one 2 years ago
v-iashin
video_features v-iashin
89
455
mit
6
Extract video features from raw videos using multiple GPUs. We support RAFT flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, and TIMM models.
i3d s3d vit clip raft swin timm ig65m laion resnet vggish pytorch parallel r2plus1d multi-gpu optical-flow audio-features video-features visual-features feature-extraction
Created 2020-06-01
96 commits to master branch, last one 2 months ago
zgcr
SimpleAICV_pytorch_training_examples zgcr
95
404
mit
9
SimpleAICV:pytorch training and testing examples.
kd mae sam vit dino fcos u2net repvgg resnet solov2 ttfnet yolact darknet pytorch regnetx centernet retinanet deeplabv3plus segment-anything
Created 2020-05-31
75 commits to master branch, last one 14 days ago
vatz88
FFCSonTheGo vatz88
71
285
gpl-3.0
6
FFCS course registration made hassle free for VITians. Search courses and visualize the timetable on the go!
vit ffcs vellore timetable javascript hacktoberfest
Created 2016-03-04
700 commits to master branch, last one 29 days ago
gupta-abhay
pytorch-vit gupta-abhay
33
280
mit
9
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
vit hybrid-vit transformers image-recognition vision-transformer image-classification
Created 2020-10-03
38 commits to main branch, last one 2 years ago
PaddlePaddle
PASSL PaddlePaddle
63
263
apache-2.0
12
PASSL包含 SimCLR，MoCo v1/v2，BYOL，CLIP，PixPro，simsiam, SwAV, 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
cvt mae pvt vit beit clip deit moco swav xcit paddle pixpro simclr moco-v2 convnext deep-learning swin-transformer vision-transformer self-supervised-learning
Created 2021-01-28
127 commits to main branch, last one 10 months ago
megvii-research
RevCol megvii-research
10
245
apache-2.0
12
Official Code of Paper "Reversible Column Networks" "RevColv2"
cnn mae vit pytorch iclr2023 transformer computer-vision
Created 2022-12-22
17 commits to main branch, last one 8 months ago
eeyhsong
EEG-Transformer eeyhsong
26
224
gpl-3.0
3
i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG, ECG, etc. ii. Including the attention of spatial dimension (c...
eeg vit attention transformer deep-learning eeg-classification attention-mechanism physiological-signals common-spatial-pattern
Created 2021-05-27
30 commits to main branch, last one about a year ago
qanastek
HugsVision qanastek
21
188
mit
5
HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision
vit bert deit detr yolo pytorch pythorch huggingface torchvision transformers deep-learning computer-vision image-generation machine-learning object-detection state-of-the-art pretrained-models image-classification pytorch-transformers semantic-segmentation
Created 2021-08-12
75 commits to main branch, last one about a year ago
yaoxiaoyuan
mimix yaoxiaoyuan
16
147
apache-2.0
3
Mimix: A Text Generation Tool and Pretrained Chinese Models
vit clip gpt-2 seq2seq chinese-nlp generative-qa summarization tag-generation chinese-chatbot text-similarity essay-generation novel-generation poetry-generation pretrained-models comment-generation question-generation spelling-correction product-review-generation chinese-english-translator product-description-generation
Created 2021-08-13
235 commits to main branch, last one a day ago
implus
mae_segmentation implus
14
146
unknown
3
reproduction of semantic segmentation using masked autoencoder (mae)
mae vit masked-autoencoder vision-transformer semantic-segmentation self-supervised-learning
Created 2022-02-03
3 commits to main branch, last one 2 years ago
PaddlePaddle
PLSC PaddlePaddle
33
144
apache-2.0
21
Paddle Large Scale Classification Tools，supports ArcFace, CosFace, PartialFC, Data Parallel + Model Parallel. Model includes ResNet, ViT, Swin, DeiT, CaiT, FaceViT, MoCo, MAE, ConvMAE, CAE.
mae vit cait deit paddle resnet arcface convmae cosface facevit moco-v3 partial-fc hight-speed large-scale paddlepaddle data-parallel model-parallel face-recognition swin-transformer distributed-training
Created 2019-12-13
172 commits to master branch, last one 12 months ago
xmindflow
Awesome-Transformer-in-Medical-Imaging xmindflow
18
142
gpl-3.0
2
[MedIA Journal] An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
vit transformer awesome-list segmentation transformers deep-learning computer-vision vision-transformer attention-mechanism medical-image-segmentation
Created 2022-03-13
86 commits to main branch, last one 6 months ago
zwcolin
EEG-Transformer zwcolin
17
134
gpl-3.0
2
A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification
bci vit transformer eeg-classification
Created 2022-02-19
8 commits to main branch, last one about a year ago
hunto
LightViT hunto
10
134
apache-2.0
2
Official implementation for paper "LightViT: Towards Light-Weight Convolution-Free Vision Transformers"
vit backbone imagenet lightvit
Created 2022-07-05
10 commits to main branch, last one about a year ago
kyegomez
NaViT kyegomez
6
133
mit
7
My implementation of "Patch n’ Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution"
vit clip gpt4 multimodal multimodality attention-mechanism multimodal-learning multimodal-deep-learning
Created 2023-09-28
18 commits to main branch, last one 3 months ago
vitjs
vit vitjs
7
100
mit
3
🚀 React application framework inspired by UmiJS / 类 UmiJS 的 React 应用框架
umi vit vite react umijs vitjs mock-data vite-plugin react-framework vite-plugin-react
Created 2021-03-24
139 commits to master branch, last one about a year ago
kyegomez
Vit-RGTS kyegomez
11
99
mit
4
Open source implementation of "Vision Transformers Need Registers"
vit gpt4 vision-api vision-transformer attention-mechanism
Created 2023-10-04
21 commits to main branch, last one 3 months 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
rasbt
pytorch-memory-optim rasbt
11
82
apache-2.0
4
This code repository contains the code used for my "Optimizing Memory Usage for Training LLMs and Vision Transformers in PyTorch" blog post.
llm vit vision pytorch deep-learning memory-optimization
Created 2023-06-27
11 commits to main branch, last one 10 months ago