vision-transformer · GitHub Topics

Transformers-Tutorials

@NielsRogge

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

翻译 - 这个存储库包含我用 HuggingFace 的 Transformers 库制作的演示。

transformers pytorch bert vision-transformer layoutlm gpt-2

Jupyter Notebook9.52 k

1 个月前

Awesome-Transformer-Attention

@cmhungsteve

#Awesome# 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

4.66 k

4 个月前

SwinIR

@JingyunLiang

SwinIR: Image Restoration Using Swin Transformer (official repository)

翻译 - SwinIR：使用 Swin Transformer 的图像恢复

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

Python4.47 k

6 个月前

Efficient-AI-Backbones

@huawei-noah

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

翻译 - [CVPR2020]超越MobileNetV3：“ GhostNet：廉价运营带来的更多功能”

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

Python4.07 k

4 个月前

scenic

Google Research@google-research

#计算机科学# Scenic: A Jax Library for Computer Vision Research and Beyond

翻译 - Scenic：用于计算机视觉研究及其他领域的 Jax 库

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

Python3.17 k

4 个月前

efficientvit

MIT HAN Lab@mit-han-lab

Efficient vision foundation models for high-resolution generation and perception.

high-resolution imagenet efficientvit segment-anything segmentation vision-transformer deep-compression-autoencoder efficient-diffusion-model

Python2.37 k

11 天前

EVA

@baaivision

EVA Series: Visual Representation Fantasies from BAAI

foundation-models representation-learning vision-transformer

Python2.31 k

4 个月前

EasyCV

阿里巴巴@alibaba

An all-in-one toolkit for computer vision

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

Python1.69 k

7 个月前

Cream

Microsoft@microsoft

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

翻译 - [NeurIPS'20]作物的精华：为一击式神经结构搜索提炼优先路径

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

Python1.68 k

4 个月前

VRT

@JingyunLiang

VRT: A Video Restoration Transformer (official repository)

翻译 - VRT：视频恢复变压器

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

Python1.36 k

1 年前

thepipe

@emcf

#网络爬虫# Extract clean markdown from PDFs, URLs, Word docs, slides, videos, and more, ready for any LLM. ⚡

extraction llm multimodal pdf vision-transformer langchain scraper

Python1.13 k

2 个月前

ONE-PEACE

@OFA-Sys

A general representation model across vision, audio, language modalities. Paper: ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities

foundation-models multimodal representation-learning vision-language audio-language vision-and-language vision-transformer contrastive-loss

Python867

1 年前

YOLOS

@hustvl

[NeurIPS 2021] You Only Look at One Sequence

翻译 - 你只看一个序列 (https://arxiv.org/abs/2106.00666)

vision-transformer transformer object-detection computer-vision

Jupyter Notebook841

3 年前

VoxFormer

NVIDIA Research Projects@NVlabs

#计算机科学# Official PyTorch implementation of VoxFormer [CVPR 2023 Highlight]

3d-scene-understanding artificial-intelligence autonomous-driving autonomous-vehicles computer-vision semantic-scene-completion vision-transformer 3d-perception occupancy-grid-map machine-learning

Python616

2 年前

CoTNet

JDAI-CV@JDAI-CV

This is an official implementation for "Contextual Transformer Networks for Visual Recognition".

翻译 - 这是“用于视觉识别的上下文转换器网络”的官方实现。

imagenet image-classification object-detection semantic-segmentation instance-segmentation mscoco mask-rcnn cotnet contextual-transformer vision-transformer

Python511

3 年前

GCVit

NVIDIA Research Projects@NVlabs

#计算机科学# [ICML 2023] Official PyTorch implementation of Global Context Vision Transformers

vision-transformer ade20k coco deep-learning imagenet imagenet-classification object-detection pre-train pre-trained-model self-attention

Python382

1 年前