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vision-transformer

Here are 467 public repositories matching this topic...

open-mmlab / mmdetection

OpenMMLab Detection Toolbox and Benchmark

pytorch fast-rcnn transformer yolo ssd faster-rcnn object-detection instance-segmentation mask-rcnn retinanet semisupervised-learning panoptic-segmentation cascade-rcnn detr vision-transformer swin-transformer convnext rtmdet

Updated Jun 16, 2023
Python

NielsRogge / Transformers-Tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

transformers pytorch bert gpt-2 layoutlm vision-transformer

Updated Jun 15, 2023
Jupyter Notebook

LaTeX-OCR

lukas-blecher / LaTeX-OCR

pix2tex: Using a ViT to convert images of equations into LaTeX code.

python machine-learning ocr latex deep-learning image-processing pytorch dataset transformer vit image2text im2text im2latex im2markup math-ocr vision-transformer latex-ocr

Updated May 21, 2023
Python

huawei-noah / Efficient-AI-Backbones

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

tensorflow pytorch transformer imagenet convolutional-neural-networks pretrained-models model-compression efficient-inference ghostnet vision-transformer

Updated May 28, 2023
Python

JingyunLiang / SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

decompression transformer super-resolution image-denoising image-restoration restoration denoising image-super-resolution low-level-vision deblocking vision-transformer image-deblocking compression-artifact-reduction real-world-image-super-resolution lightweight-image-super-resolution image-sr

Updated Apr 27, 2023
Python

cmhungsteve / Awesome-Transformer-Attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

computer-vision deep-learning transformers transformer awesome-list vit papers attention-mechanism attention-mechanisms self-attention transformer-architecture transformer-models detr vision-transformer transformer-cv transformer-with-cv transformer-awesome visual-transformer

Updated Jun 16, 2023

open-mmlab / mmpretrain

OpenMMLab Pre-training Toolbox and Benchmark

deep-learning pytorch image-classification resnet pretrained-models clip mae mobilenet moco self-supervised-learning constrastive-learning beit vision-transformer swin-transformer masked-image-modeling convnext

Updated Jun 16, 2023
Python

towhee-io / towhee

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

machine-learning computer-vision pipeline image-processing embeddings transformer video-processing feature-extraction convolutional-networks vit feature-vector image-retrieval unstructured-data embedding-vectors milvus vision-transformer towhee llm

Updated Jun 16, 2023
Python

google-research / scenic

Scenic: A Jax Library for Computer Vision Research and Beyond

research computer-vision deep-learning transformers attention jax vision-transformer

Updated Jun 16, 2023
Python

alibaba / EasyCV

An all-in-one toolkit for computer vision

computer-vision transformers pytorch classification object-detection self-supervised-learning vision-transformer

Updated Jun 16, 2023
Python

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 vit bert perturbation attention-visualization bert-model explainability attention-matrix vision-transformer transformer-interpretability visualize-classifications cvpr2021

Updated Apr 9, 2023
Jupyter Notebook

baaivision / EVA

EVA Series: Visual Representation Fantasies from BAAI

representation-learning vision-transformer foundation-models

Updated Jun 14, 2023
Python

microsoft / Cream

This is a collection of our NAS and Vision Transformer work.

efficiency nas knowledge-distillation rpe automl vision-transformer vit-compression

Updated Jun 1, 2023
Python

yitu-opensource / T2T-ViT

ICCV2021, Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet

vit vision-transformer t2t-transformer

Updated Jun 9, 2022
Jupyter Notebook

JingyunLiang / VRT

VRT: A Video Restoration Transformer (official repository)

video transformer super-resolution restoration deblurring denoising low-level-vision video-super-resolution video-denoising video-deblurring sr video-restoration vision-transformer video-sr

Updated Mar 2, 2023
Python

MCG-NJU / VideoMAE

[NeurIPS 2022 Spotlight] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training

pytorch transformer action-recognition video-understanding mae video-analysis video-representation-learning self-supervised-learning masked-autoencoder vision-transformer video-transformer neurips-2022

Updated May 22, 2023
Python

ViTAE-Transformer / ViTPose

The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [Arxiv'22] "ViTPose+: Vision Transformer Foundation Model for Generic Body Pose Estimation"

deep-learning pytorch pose-estimation mae distillation self-supervised-learning vision-transformer

Updated Mar 1, 2023
Python

hustvl / YOLOS

You Only Look at One Sequence (NeurIPS 2021)

computer-vision transformer object-detection vision-transformer

Updated May 4, 2022
Jupyter Notebook

xxxnell / how-do-vits-work

(ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"

pytorch transformer self-attention loss-landscape vision-transformer

Updated Jul 14, 2022
Python

czczup / ViT-Adapter

[ICLR 2023 Spotlight] Vision Transformer Adapter for Dense Predictions

adapter object-detection semantic-segmentation vision-transformer

Updated Jun 7, 2023
Python

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