From 3119dc2369853aeab2a31e489075f554bf12cf57 Mon Sep 17 00:00:00 2001 From: HanXinzi-AI Date: Wed, 13 Oct 2021 06:58:42 +0000 Subject: [PATCH] Update best-of list for version 2021.10.13 --- README.md | 82 +++++++++++----------- history/2021-10-13_changes.md | 20 ++++++ history/2021-10-13_projects.csv | 120 ++++++++++++++++++++++++++++++++ latest-changes.md | 20 +++--- 4 files changed, 191 insertions(+), 51 deletions(-) create mode 100644 history/2021-10-13_changes.md create mode 100644 history/2021-10-13_projects.csv diff --git a/README.md b/README.md index ae83349..fb1c964 100644 --- a/README.md +++ b/README.md @@ -14,128 +14,128 @@

-本资源清单包含120个计算机视觉相关的项目&工具库&资源，这些资源总共分成12个不同的子板块，这些项目目前在github上已经收到580K个点赞。所有的工具资源每周会自动从GitHub和工具维护平台采集信息，并更新梳理展示。本清单参考[best-of模板](https://github.com/best-of-lists/best-of)完成，欢迎大家提PR丰富本清单。 +本资源清单包含120个计算机视觉相关的项目&工具库&资源，这些资源总共分成12个不同的子板块，这些项目目前在github上已经收到600K个点赞。所有的工具资源每周会自动从GitHub和工具维护平台采集信息，并更新梳理展示。本清单参考[best-of模板](https://github.com/best-of-lists/best-of)完成，欢迎大家提PR丰富本清单。 --- -## 目录 +## Contents -- [图像分类](#图像分类) _10 个项目案例_ -- [目标检测](#目标检测) _13 个项目案例_ -- [图像分割](#图像分割) _8 个项目案例_ -- [OCR文字识别](#OCR文字识别) _11 个项目案例_ -- [图文转换ImageCaptioning与视觉问答VQA](#图文转换ImageCaptioning与视觉问答VQA) _11 个项目案例_ -- [图图转换ImageTranslation](#图图转换ImageTranslation) _9 个项目案例_ -- [图像超分辨率](#图像超分辨率) _10 个项目案例_ -- [人脸检测与识别](#人脸检测与识别) _10 个项目案例_ -- [医疗影像](#医疗影像) _7 个项目案例_ -- [行人检测](#行人检测) _5 个项目案例_ -- [自动驾驶](#自动驾驶) _6 个项目案例_ -- [生成对抗网络GAN](#生成对抗网络GAN) _10 个项目案例_ -- [模型压缩与优化](#模型压缩与优化) _9 个项目案例_ +- [图像分类](#) _10 projects_ +- [目标检测](#) _13 projects_ +- [图像分割](#) _8 projects_ +- [OCR文字识别](#ocr) _11 projects_ +- [图文转换ImageCaptioning与视觉问答VQA](#imagecaptioningvqa) _11 projects_ +- [图图转换ImageTranslation](#imagetranslation) _9 projects_ +- [图像超分辨率](#) _10 projects_ +- [人脸检测与识别](#) _10 projects_ +- [医疗影像](#) _7 projects_ +- [行人检测](#) _5 projects_ +- [自动驾驶](#) _6 projects_ +- [生成对抗网络GAN](#gan) _10 projects_ +- [模型压缩与优化](#) _9 projects_
## 图像分类 -Back to top +Back to top -


pytorch-image-models

⭐ 12K · :octocat: Code

pytorch图像分类模型库

by @rwightman



Vision-Transformer

⭐ 5.3K · :octocat: Code

Vision Transformer的实现

by @lucidrains



PaddlePaddle-PaddleClas

⭐ 2.2K · :octocat: Code

paddlepaddle实现的图像分类模板

by @PaddlePaddle



awesome-image-classification

⭐ 1.9K · :octocat: Code

awesome图像分类资料

by @weiaicunzai



facebookresearch-pycls

⭐ 1.7K · :octocat: Code

facebookresearch图像分类基础库

by @facebookresearch



gen-efficientnet-pytorch

⭐ 1.4K · :octocat: Code

基于pytorch的小型分类网络大全

by @rwightman



facebookresearch-ClassyVision

⭐ 1.3K · :octocat: Code

facebookresearch基于pytorch的端到端图像与视频分类库

by @facebookresearch



pytorch_image_classification

⭐ 910 · :octocat: Code

图像分类实现合集

by @hysts



open-mmlab-mmclassification

⭐ 760 · :octocat: Code

OpenMMLab实现的图像分类工具库

by @open-mmlab



NVIDIA-tf_to_trt_image_classification

⭐ 440 · :octocat: Code

TensorFlow->TensorRT图像分类

by @NVIDIA-AI-IOT

+


pytorch-image-models

⭐ 14K · :octocat: Code

rwightman pytorch-image-models

by @rwightman



Vision-Transformer

⭐ 6K · :octocat: Code

lucidrains vit-pytorch

by @lucidrains



PaddlePaddle-PaddleClas

⭐ 2.3K · :octocat: Code

PaddlePaddle PaddleClas

by @PaddlePaddle



awesome-image-classification

⭐ 1.9K · :octocat: Code

weiaicunzai awesome-image-classification

by @weiaicunzai



facebookresearch-pycls

⭐ 1.7K · :octocat: Code

facebookresearch pycls

by @facebookresearch



gen-efficientnet-pytorch

⭐ 1.4K · :octocat: Code

rwightman gen-efficientnet-pytorch

by @rwightman



facebookresearch-ClassyVision

⭐ 1.4K · :octocat: Code

facebookresearch ClassyVision

by @facebookresearch



pytorch_image_classification

⭐ 940 · :octocat: Code

hysts pytorch_image_classification

by @hysts



open-mmlab-mmclassification

⭐ 860 · :octocat: Code

open-mmlab mmclassification

by @open-mmlab



NVIDIA-tf_to_trt_image_classification

⭐ 440 · :octocat: Code

NVIDIA-AI-IOT tf_to_trt_image_classification

by @NVIDIA-AI-IOT


## 目标检测 -Back to top +Back to top -


matterport-Mask_RCNN

⭐ 20K · :octocat: Code

matterport实现的Mask_RCNN目标检测

by @matterport



detectron2

⭐ 18K · :octocat: Code

Facebook的detectron2目标检测框架

by @facebookresearch



open-mmlab-mmdetection

⭐ 16K · :octocat: Code

OpenMMLab实现的目标检测工具库

by @open-mmlab



labelImg

⭐ 15K · :octocat: Code

labelImg图像标注工具

by @tzutalin



deep_learning_object_detection

⭐ 10K · :octocat: Code

深度学习目标检测资料合集

by @hoya012



facebookresearch-detr

⭐ 7.4K · :octocat: Code

Facebook基于Transformers的端到端目标检测

by @facebookresearch



CenterNet

⭐ 5.8K · :octocat: Code

CenterNet实现

by @xingyizhou



U-2-Net

⭐ 4.8K · :octocat: Code

U2Net实现

by @xuebinqin



PaddleDetection

⭐ 4.5K · :octocat: Code

paddlepaddle目标检测套件

by @PaddlePaddle



microsoft-VoTT

⭐ 3.5K · :octocat: Code

微软可视化目标检测标注工具

by @microsoft



TuSimple-simpledet

⭐ 2.9K · :octocat: Code

图森开源的simpledet目标检测工具

by @TuSimple



ObjectDetection-OneStageDet

⭐ 1.9K · :octocat: Code

腾讯实现的单阶段目标检测框架

by @Tencent



open-mmlab-mmtracking

⭐ 1.5K · :octocat: Code

paddlepaddle目标检测套件

by @open-mmlab

+


matterport-Mask_RCNN

⭐ 21K · :octocat: Code

matterport-Mask_RCNN

by @matterport



detectron2

⭐ 18K · :octocat: Code

facebookresearch detectron2

by @facebookresearch



open-mmlab-mmdetection

⭐ 17K · :octocat: Code

open-mmlab-mmdetection

by @open-mmlab



labelImg

⭐ 16K · :octocat: Code

tzutalin labelImg

by @tzutalin



deep_learning_object_detection

⭐ 10K · :octocat: Code

hoya012 deep_learning_object_detection

by @hoya012



facebookresearch-detr

⭐ 7.7K · :octocat: Code

facebookresearch detr

by @facebookresearch



CenterNet

⭐ 5.9K · :octocat: Code

xingyizhou-CenterNet

by @xingyizhou



U-2-Net

⭐ 4.9K · :octocat: Code

xuebinqin-U-2-Net

by @xuebinqin



PaddleDetection

⭐ 4.7K · :octocat: Code

PaddleDetection

by @PaddlePaddle



microsoft-VoTT

⭐ 3.6K · :octocat: Code

microsoft VoTT

by @microsoft



TuSimple-simpledet

⭐ 2.9K · :octocat: Code

TuSimple simpledet

by @TuSimple



ObjectDetection-OneStageDet

⭐ 1.9K · :octocat: Code

Tencent ObjectDetection-OneStageDet

by @Tencent



open-mmlab-mmtracking

⭐ 1.6K · :octocat: Code

PaddleDetection

by @open-mmlab


## 图像分割 -Back to top +Back to top -


awesome-semantic-segmentation

⭐ 8.4K · :octocat: Code

语义分割资料大全

by @mrgloom



openmmlab-mmsegmentation

⭐ 2.2K · :octocat: Code

OpenMMLab实现的语义分割工具库

by @open-mmlab



image-segmentation-keras

⭐ 2.2K · :octocat: Code

基于keras实现的图像分割模型集合

by @divamgupta



PaddleSeg

⭐ 2.2K · :octocat: Code

百度基于PaddlePaddle实现的图像分割工具库

by @PaddlePaddle



Image_Segmentation

⭐ 1.5K · :octocat: Code

基于pytorch实现的图像分割模型集合

by @LeeJunHyun



medical-detection-toolkit

⭐ 1K · :octocat: Code

医疗数据目标检测与语义分割工具库

by @MIC-DKFZ



pytorch-segmentation-detection

⭐ 700 · :octocat: Code

基于pytorch实现的检测与分割代码

by @warmspringwinds



MedicalZooPytorch

⭐ 700 · :octocat: Code

pytorch实现的医疗影像数据图像检测分割模型大全

by @black0017

+


awesome-semantic-segmentation

⭐ 8.6K · :octocat: Code

awesome-semantic-segmentation

by @mrgloom



PaddleSeg

⭐ 2.7K · :octocat: Code

PaddlePaddle PaddleSeg

by @PaddlePaddle



openmmlab-mmsegmentation

⭐ 2.4K · :octocat: Code

openmmlab-mmsegmentation

by @open-mmlab



image-segmentation-keras

⭐ 2.3K · :octocat: Code

divamgupta image-segmentation-keras

by @divamgupta



Image_Segmentation

⭐ 1.6K · :octocat: Code

LeeJunHyun Image_Segmentation

by @LeeJunHyun



medical-detection-toolkit

⭐ 1K · :octocat: Code

MIC-DKFZ medicaldetectiontoolkit

by @MIC-DKFZ



MedicalZooPytorch

⭐ 760 · :octocat: Code

black0017-MedicalZooPytorch

by @black0017



pytorch-segmentation-detection

⭐ 710 · :octocat: Code

pytorch-segmentation-detection

by @warmspringwinds


## OCR文字识别 -Back to top +Back to top -


tesseract

⭐ 41K · :octocat: Code

tesseract ocr文字识别套件

by @tesseract-ocr



PaddleOCR

⭐ 15K · :octocat: Code

paddlepaddle OCR光学文字识别套件

by @PaddlePaddle



EasyOCR

⭐ 12K · :octocat: Code

EasyOCR多语种图片文字识别

by @JaidedAI



chineseocr_lite

⭐ 7.1K · :octocat: Code

中文自然场景文字检测及识别

by @DayBreak-u



PandaOCR

⭐ 3.6K · :octocat: Code

多功能OCR图文识别

by @miaomiaosoft



CHINESE-OCR

⭐ 2.5K · :octocat: Code

端到端自然场景的文字检测与识别

by @xiaofengShi



deep-text-recognition-benchmark

⭐ 2.5K · :octocat: Code

深度学习OCR文本识别

by @clovaai



chinese_ocr

⭐ 2.4K · :octocat: Code

中文OCR

by @YCG09



ctrip-OCR

⭐ 2.2K · :octocat: Code

携程自研的OCR项目

by @ctripcorp



captcha_break

⭐ 2.1K · :octocat: Code

验证码识别

by @ypwhs



captcha_trainer

⭐ 2.1K · :octocat: Code

验证码识别训练与部署

by @kerlomz

+


tesseract

⭐ 42K · :octocat: Code

tesseract-ocr-tesseract

by @tesseract-ocr



PaddleOCR

⭐ 17K · :octocat: Code

PaddlePaddle PaddleOCR

by @PaddlePaddle



EasyOCR

⭐ 13K · :octocat: Code

JaidedAI EasyOCR

by @JaidedAI



chineseocr_lite

⭐ 7.9K · :octocat: Code

DayBreak-u chineseocr_lite

by @DayBreak-u



PandaOCR

⭐ 3.8K · :octocat: Code

miaomiaosoft PandaOCR

by @miaomiaosoft



deep-text-recognition-benchmark

⭐ 2.6K · :octocat: Code

clovaai deep-text-recognition-benchmark

by @clovaai



CHINESE-OCR

⭐ 2.6K · :octocat: Code

xiaofengShi CHINESE-OCR

by @xiaofengShi



chinese_ocr

⭐ 2.4K · :octocat: Code

YCG09 chinese_ocr

by @YCG09



captcha_break

⭐ 2.2K · :octocat: Code

ypwhs captcha_break

by @ypwhs



ctrip-OCR

⭐ 2.2K · :octocat: Code

ctripcorp C-OCR

by @ctripcorp



captcha_trainer

⭐ 2.1K · :octocat: Code

kerlomz captcha_trainer

by @kerlomz


## 图文转换ImageCaptioning与视觉问答VQA -Back to top +Back to top -


facebookresearch-mmf

⭐ 4.5K · :octocat: Code

Facebook用于多模态(图像+文本)研究的工具库

by @facebookresearch



bottom-up-attention

⭐ 1.1K · :octocat: Code

自底向上的注意模型用于图像文本学习

by @peteanderson80



awesome-image-captioning

⭐ 720 · :octocat: Code

awesome图文转换资料大全

by @zhjohnchan



microsoft-Oscar

⭐ 610 · :octocat: Code

微软视觉&文本任务工具库

by @microsoft



awesome-visual-question-answering

⭐ 350 · :octocat: Code

awesome视觉问答资料大全

by @jokieleung



meshed-memory-transformer

⭐ 300 · :octocat: Code

CVPR2020图文转换论文实现

by @aimagelab



conceptual-captions

⭐ 290 · :octocat: Code

google research提供的图文数据集

by @google-research-datasets



Awesome-Visual-Captioning

⭐ 250 · :octocat: Code

awesome视觉文本转换资料大全

by @forence



MILVLG-openvqa

⭐ 220 · :octocat: Code

MILVLG实现的VQA研究通用平台

by @MILVLG



image-captioning

⭐ 190 · :octocat: Code

CVPR2020图文转换论文实现

by @JDAI-CV



Image-Caption-Generator

⭐ 140 · :octocat: Code

图文转换生成器

by @dabasajay

+


facebookresearch-mmf

⭐ 4.6K · :octocat: Code

facebookresearch mmf

by @facebookresearch



bottom-up-attention

⭐ 1.1K · :octocat: Code

peteanderson80 bottom-up-attention

by @peteanderson80



awesome-image-captioning

⭐ 740 · :octocat: Code

zhjohnchan awesome-image-captioning

by @zhjohnchan



microsoft-Oscar

⭐ 670 · :octocat: Code

microsoft Oscar

by @microsoft



awesome-visual-question-answering

⭐ 370 · :octocat: Code

jokieleung awesome-visual-question-answering

by @jokieleung



meshed-memory-transformer

⭐ 320 · :octocat: Code

aimagelab meshed-memory-transformer

by @aimagelab



conceptual-captions

⭐ 300 · :octocat: Code

google-research-datasets conceptual-captions

by @google-research-datasets



Awesome-Visual-Captioning

⭐ 260 · :octocat: Code

forence Awesome-Visual-Captioning

by @forence



MILVLG-openvqa

⭐ 230 · :octocat: Code

MILVLG openvqa

by @MILVLG



image-captioning

⭐ 200 · :octocat: Code

JDAI-CV image-captioning

by @JDAI-CV



Image-Caption-Generator

⭐ 150 · :octocat: Code

dabasajay Image-Caption-Generator

by @dabasajay


## 图图转换ImageTranslation -Back to top +Back to top -


pytorch-CycleGAN-and-pix2pix

⭐ 16K · :octocat: Code

pytorch实现的CycleGAN和pix2pix图图转换

by @junyanz



pix2pix

⭐ 8.6K · :octocat: Code

pix2pix图图转换实现

by @phillipi



vid2vid

⭐ 7.8K · :octocat: Code

英伟达实现的视频到视频转换

by @NVIDIA



UGATIT

⭐ 5.9K · :octocat: Code

ICLR2020无监督GAN图图转换论文实现

by @taki0112



NVlabs-MUNIT

⭐ 2.3K · :octocat: Code

英伟达lab多模态无监督图图转换实现

by @NVlabs



UGATIT-pytorch

⭐ 2.2K · :octocat: Code

ICLR2020无监督GAN图图转换pytorch实现

by @znxlwm



pixel2style2pixel

⭐ 1.8K · :octocat: Code

CVPR2021图图转换论文实现

by @eladrich



instagan

⭐ 780 · :octocat: Code

InstaGAN图图转换实现

by @sangwoomo



DRIT

⭐ 710 · :octocat: Code

DRIT++图图转换实现

by @HsinYingLee

+


pytorch-CycleGAN-and-pix2pix

⭐ 16K · :octocat: Code

junyanz pytorch-CycleGAN-and-pix2pix

by @junyanz



pix2pix

⭐ 8.7K · :octocat: Code

phillipi pix2pix

by @phillipi



vid2vid

⭐ 7.8K · :octocat: Code

NVIDIA vid2vid

by @NVIDIA



UGATIT

⭐ 6K · :octocat: Code

taki0112 UGATIT

by @taki0112



NVlabs-MUNIT

⭐ 2.4K · :octocat: Code

NVlabs MUNIT

by @NVlabs



UGATIT-pytorch

⭐ 2.2K · :octocat: Code

znxlwm UGATIT-pytorch

by @znxlwm



pixel2style2pixel

⭐ 2K · :octocat: Code

eladrich pixel2style2pixel

by @eladrich



instagan

⭐ 780 · :octocat: Code

sangwoomo instagan

by @sangwoomo



DRIT

⭐ 720 · :octocat: Code

HsinYingLee DRIT

by @HsinYingLee


## 图像超分辨率 -Back to top +Back to top -


waifu2x

⭐ 22K · :octocat: Code

动漫图像超分辨率实现

by @nagadomi



srez

⭐ 5.2K · :octocat: Code

深度学习超分辨率实现

by @david-gpu



ESRGAN

⭐ 3.6K · :octocat: Code

ESRGAN超分辨率实现

by @xinntao



image-super-resolution

⭐ 3K · :octocat: Code

图像超分辨率实现

by @idealo



srgan

⭐ 2.6K · :octocat: Code

srgan超分辨率实现

by @tensorlayer



BasicSR

⭐ 2.2K · :octocat: Code

基于 PyTorch 的开源图像视频复原工具箱

by @xinntao



Single-Image-Super-Resolution

⭐ 1.5K · :octocat: Code

图像超分辨率资料大全

by @YapengTian



VideoSuperResolution

⭐ 1.2K · :octocat: Code

图像视频超精度资料集合

by @LoSealL



super-resolution

⭐ 1.1K · :octocat: Code

超精度算法实现集合

by @krasserm



Awesome-Super-Resolution

⭐ 1K · :octocat: Code

awesome超分辨率资料大全

by @ChaofWang

+


waifu2x

⭐ 22K · :octocat: Code

nagadomi waifu2x

by @nagadomi



srez

⭐ 5.3K · :octocat: Code

david-gpu srez

by @david-gpu



ESRGAN

⭐ 3.8K · :octocat: Code

xinntao ESRGAN

by @xinntao



image-super-resolution

⭐ 3.1K · :octocat: Code

idealo image-super-resolution

by @idealo



srgan

⭐ 2.6K · :octocat: Code

tensorlayer srgan

by @tensorlayer



BasicSR

⭐ 2.4K · :octocat: Code

xinntao BasicSR

by @xinntao



Single-Image-Super-Resolution

⭐ 1.6K · :octocat: Code

YapengTian Single-Image-Super-Resolution

by @YapengTian



VideoSuperResolution

⭐ 1.3K · :octocat: Code

LoSealL VideoSuperResolution

by @LoSealL



super-resolution

⭐ 1.1K · :octocat: Code

krasserm super-resolution

by @krasserm



Awesome-Super-Resolution

⭐ 1.1K · :octocat: Code

ChaofWang Awesome-Super-Resolution

by @ChaofWang


## 人脸检测与识别 -Back to top +Back to top -


face_recognition

⭐ 41K · :octocat: Code

人脸识别实现

by @ageitgey



openpose

⭐ 22K · :octocat: Code

CMU openpose工具库

by @CMU-Perceptual-Computing-Lab



openface

⭐ 14K · :octocat: Code

CMU openface工具库

by @cmusatyalab



facenet

⭐ 12K · :octocat: Code

facenet实现

by @davidsandberg



libfacedetection

⭐ 11K · :octocat: Code

开源的高速人脸检测模型

by @ShiqiYu



Ultra-Light-Fast-Generic-Face-Detector-1MB

⭐ 6K · :octocat: Code

1MB轻量级人脸检测模型

by @Linzaer



awesome-Face_Recognition

⭐ 2.9K · :octocat: Code

awesome人脸识别资料大全

by @ChanChiChoi



facenet-pytorch

⭐ 2.3K · :octocat: Code

pytorch版本的facenet实现

by @timesler



DeepFace

⭐ 1.5K · :octocat: Code

deepFace实现

by @RiweiChen



DBFace

⭐ 1.2K · :octocat: Code

实时高速人脸检测实现

by @dlunion

+


face_recognition

⭐ 42K · :octocat: Code

ageitgey face_recognition

by @ageitgey



openpose

⭐ 22K · :octocat: Code

CMU-Perceptual-Computing-Lab openpose

by @CMU-Perceptual-Computing-Lab



openface

⭐ 14K · :octocat: Code

cmusatyalab openface

by @cmusatyalab



facenet

⭐ 12K · :octocat: Code

davidsandberg facenet

by @davidsandberg



libfacedetection

⭐ 11K · :octocat: Code

ShiqiYu libfacedetection

by @ShiqiYu



Ultra-Light-Fast-Generic-Face-Detector-1MB

⭐ 6.1K · :octocat: Code

Linzaer Ultra-Light-Fast-Generic-Face-Detector-1MB

by @Linzaer



awesome-Face_Recognition

⭐ 3K · :octocat: Code

ChanChiChoi awesome-Face_Recognition

by @ChanChiChoi



facenet-pytorch

⭐ 2.4K · :octocat: Code

timesler facenet-pytorch

by @timesler



DeepFace

⭐ 1.5K · :octocat: Code

RiweiChen DeepFace

by @RiweiChen



DBFace

⭐ 1.2K · :octocat: Code

dlunion DBFace

by @dlunion


## 医疗影像 -Back to top +Back to top -


awesome-gan-for-medical-imaging

⭐ 1.7K · :octocat: Code

医疗影像中用到的GAN资料集合

by @xinario



Deep-Learning-for-Medical-Applications

⭐ 1.3K · :octocat: Code

用于医疗影像的深度学习资料集

by @albarqouni



DLTK

⭐ 1.3K · :octocat: Code

DLTK医疗影像深度学习工具库

by @DLTK



medical-imaging-datasets

⭐ 1.2K · :octocat: Code

医疗影像数据集

by @sfikas



medicaltorch

⭐ 740 · :octocat: Code

基于pytorch的医疗影像工具库

by @perone



MedicalZoo-Pytorch

⭐ 700 · :octocat: Code

black0017 MedicalZooPytorch

by @black0017



MITK

⭐ 420 · :octocat: Code

MITK医疗影像处理工具库

by @MITK

+


awesome-gan-for-medical-imaging

⭐ 1.8K · :octocat: Code

xinario awesome-gan-for-medical-imaging

by @xinario



Deep-Learning-for-Medical-Applications

⭐ 1.4K · :octocat: Code

albarqouni Deep-Learning-for-Medical-Applications

by @albarqouni



DLTK

⭐ 1.3K · :octocat: Code

DLTK DLTK

by @DLTK



medical-imaging-datasets

⭐ 1.2K · :octocat: Code

sfikas medical-imaging-datasets

by @sfikas



MedicalZoo-Pytorch

⭐ 760 · :octocat: Code

black0017 MedicalZooPytorch

by @black0017



medicaltorch

⭐ 750 · :octocat: Code

perone medicaltorch

by @perone



MITK

⭐ 420 · :octocat: Code

MITK MITK

by @MITK


## 行人检测 -Back to top +Back to top -


LFFD-A-Light-and-Fast-Face-Detector-for-Edge-Devices

⭐ 1.2K · :octocat: Code

边缘设备上的人头与行人检测等

by @YonghaoHe



Pedestron

⭐ 420 · :octocat: Code

CVPR2021行人检测论文实现

by @hasanirtiza



Pedestrian-Detection

⭐ 320 · :octocat: Code

基于tensorflow的行人检测实现

by @thatbrguy



Pedestrian-Detection-papers

⭐ 250 · :octocat: Code

行人检测论文整理

by @xingkongliang



PedestrianDetectionSystem

⭐ 230 · :octocat: Code

基于TensorFlow的自动化行人检测和监控系统

by @zhangpengpengpeng

+


LFFD-A-Light-and-Fast-Face-Detector-for-Edge-Devices

⭐ 1.2K · :octocat: Code

YonghaoHe LFFD-A-Light-and-Fast-Face-Detector-for-Edge-Devices

by @YonghaoHe



Pedestron

⭐ 470 · :octocat: Code

hasanirtiza Pedestron

by @hasanirtiza



Pedestrian-Detection

⭐ 320 · :octocat: Code

thatbrguy Pedestrian-Detection

by @thatbrguy



Pedestrian-Detection-papers

⭐ 250 · :octocat: Code

xingkongliang Pedestrian-Detection

by @xingkongliang



PedestrianDetectionSystem

⭐ 230 · :octocat: Code

zhangpengpengpeng PedestrianDetectionSystem

by @zhangpengpengpeng


## 自动驾驶 -Back to top +Back to top -


apollo

⭐ 19K · :octocat: Code

百度阿波罗无人驾驶平台

by @ApolloAuto



carla

⭐ 6.3K · :octocat: Code

carla无人驾驶研究模拟器

by @carla-simulator



AutonomousDrivingCookbook

⭐ 1.9K · :octocat: Code

微软无人驾驶指南书

by @microsoft



awesome-autonomous-vehicles

⭐ 1.6K · :octocat: Code

awesome无人驾驶资料合集

by @manfreddiaz



SMARTS

⭐ 390 · :octocat: Code

华为诺亚无人驾驶强化学习环境

by @huawei-noah



Awesome-Autonomous-Driving

⭐ 390 · :octocat: Code

awesome无人驾驶资料集

by @autonomousdrivingkr

+


apollo

⭐ 19K · :octocat: Code

ApolloAuto apollo

by @ApolloAuto



carla

⭐ 6.6K · :octocat: Code

carla-simulator carla

by @carla-simulator



AutonomousDrivingCookbook

⭐ 1.9K · :octocat: Code

microsoft AutonomousDrivingCookbook

by @microsoft



awesome-autonomous-vehicles

⭐ 1.6K · :octocat: Code

manfreddiaz awesome-autonomous-vehicles

by @manfreddiaz



SMARTS

⭐ 440 · :octocat: Code

huawei-noah SMARTS

by @huawei-noah



Awesome-Autonomous-Driving

⭐ 400 · :octocat: Code

autonomousdrivingkr Awesome-Autonomous-Driving

by @autonomousdrivingkr


## 生成对抗网络GAN -Back to top +Back to top -


the-gan-zoo

⭐ 11K · :octocat: Code

GAN模型集合列表

by @hindupuravinash



PyTorch-GAN

⭐ 10K · :octocat: Code

pytorch实现的各种GAN

by @eriklindernoren



ganhacks

⭐ 9.9K · :octocat: Code

GAN知识技巧集合

by @soumith



Keras-GAN

⭐ 8.3K · :octocat: Code

Keras实现的各种GAN

by @eriklindernoren



PaddleGAN

⭐ 3.9K · :octocat: Code

百度paddlepaddle实现的GAN及应用

by @PaddlePaddle



tensorflow-generative-model-collections

⭐ 3.8K · :octocat: Code

tensorflow实现的各种GAN

by @hwalsuklee



gans-awesome-applications

⭐ 3.7K · :octocat: Code

GAN模型应用大全

by @nashory



really-awesome-gan

⭐ 3.3K · :octocat: Code

GAN资料论文大全

by @nightrome



pytorch-generative-model-collections

⭐ 2.3K · :octocat: Code

pytorch实现的各种GAN集合

by @znxlwm



pytorch_GAN_zoo

⭐ 1.3K · :octocat: Code

pytorch实现的GAN集合

by @facebookresearch

+


the-gan-zoo

⭐ 11K · :octocat: Code

hindupuravinash the-gan-zoo

by @hindupuravinash



PyTorch-GAN

⭐ 10K · :octocat: Code

eriklindernoren PyTorch-GAN

by @eriklindernoren



ganhacks

⭐ 10K · :octocat: Code

soumith ganhacks

by @soumith



Keras-GAN

⭐ 8.4K · :octocat: Code

eriklindernoren Keras-GAN

by @eriklindernoren



PaddleGAN

⭐ 4.2K · :octocat: Code

PaddlePaddle PaddleGAN

by @PaddlePaddle



gans-awesome-applications

⭐ 3.8K · :octocat: Code

nashory gans-awesome-applications

by @nashory



tensorflow-generative-model-collections

⭐ 3.8K · :octocat: Code

hwalsuklee tensorflow-generative-model-collections

by @hwalsuklee



really-awesome-gan

⭐ 3.3K · :octocat: Code

nightrome really-awesome-gan

by @nightrome



pytorch-generative-model-collections

⭐ 2.3K · :octocat: Code

znxlwm pytorch-generative-model-collections

by @znxlwm



pytorch_GAN_zoo

⭐ 1.4K · :octocat: Code

facebookresearch pytorch_GAN_zoo

by @facebookresearch


## 模型压缩与优化 -Back to top +Back to top -


nni

⭐ 10K · :octocat: Code

微软的nni工具

by @microsoft



TNN

⭐ 3K · :octocat: Code

腾讯优图实验室开源的高性能轻量级神经网络推理框架

by @Tencent



PocketFlow

⭐ 2.7K · :octocat: Code

腾讯的模型压缩与加速工具库

by @Tencent



micronet

⭐ 1.4K · :octocat: Code

模型压缩与部署工具库

by @666DZY666



model-optimization

⭐ 1.1K · :octocat: Code

tensorflow模型压缩工具(量化与剪枝)

by @tensorflow



PaddleSlim

⭐ 770 · :octocat: Code

百度PaddleSlim模型压缩工具库

by @PaddlePaddle



aimet

⭐ 590 · :octocat: Code

aimet模型压缩与加速工具包

by @quic



Awesome-model-compression-and-acceleration

⭐ 530 · :octocat: Code

模型压缩加速资料大全

by @memoiry



Data-Efficient-Model-Compression

⭐ 430 · :octocat: Code

华为实现的Data-Efficient模型压缩

by @huawei-noah

+


nni

⭐ 10K · :octocat: Code

microsoft nni

by @microsoft



TNN

⭐ 3.1K · :octocat: Code

Tencent TNN

by @Tencent



PocketFlow

⭐ 2.7K · :octocat: Code

Tencent PocketFlow

by @Tencent



micronet

⭐ 1.5K · :octocat: Code

666DZY666 micronet

by @666DZY666



model-optimization

⭐ 1.1K · :octocat: Code

tensorflow model-optimization

by @tensorflow



PaddleSlim

⭐ 790 · :octocat: Code

PaddlePaddle PaddleSlim

by @PaddlePaddle



aimet

⭐ 700 · :octocat: Code

quic aimet

by @quic



Awesome-model-compression-and-acceleration

⭐ 540 · :octocat: Code

memoiry Awesome-model-compression-and-acceleration

by @memoiry



Data-Efficient-Model-Compression

⭐ 440 · :octocat: Code

huawei-noah Data-Efficient-Model-Compression

by @huawei-noah

diff --git a/history/2021-10-13_changes.md b/history/2021-10-13_changes.md new file mode 100644 index 0000000..1dd8357 --- /dev/null +++ b/history/2021-10-13_changes.md @@ -0,0 +1,20 @@ +## 📈 Trending Up + +_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ + +- EasyOCR (🥇29 · ⭐ 13K · 📈) - JaidedAI EasyOCR. Apache-2 +- libfacedetection (🥉18 · ⭐ 11K · 📈) - ShiqiYu libfacedetection. ❗Unlicensed +- PyTorch-GAN (🥈17 · ⭐ 10K · 📈) - eriklindernoren PyTorch-GAN. MIT +- nni (🥇25 · ⭐ 10K · 📈) - microsoft nni. MIT +- microsoft-Oscar (🥇13 · ⭐ 670 · 📈) - microsoft Oscar. MIT + +## 📉 Trending Down + +_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ + +- tesseract (🥈19 · ⭐ 42K · 📉) - tesseract-ocr-tesseract. Apache-2 +- waifu2x (🥇19 · ⭐ 22K · 📉) - nagadomi waifu2x. MIT +- detectron2 (🥈23 · ⭐ 18K · 📉) - facebookresearch detectron2. Apache-2 +- pix2pix (🥈13 · ⭐ 8.7K · 💤) - phillipi pix2pix. ❗Unlicensed +- facebookresearch-ClassyVision (🥉17 · ⭐ 1.4K · 📉) - facebookresearch ClassyVision. MIT + diff --git a/history/2021-10-13_projects.csv b/history/2021-10-13_projects.csv new file mode 100644 index 0000000..97b4163 --- /dev/null +++ b/history/2021-10-13_projects.csv @@ -0,0 +1,120 @@ +,name,description,homepage,github_id,image,category,show,github_url,license,created_at,updated_at,last_commit_pushed_at,fork_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,projectrank,projectrank_placing,trending,commit_count,github_release_downloads,monthly_downloads,dependent_project_count,github_dependent_project_count,updated_github_id +0,tesseract,tesseract-ocr-tesseract.,https://github.com/tesseract-ocr/tesseract,tesseract-ocr/tesseract,./screenshots/tesseract.png,OCR文字识别,True,https://github.com/tesseract-ocr/tesseract,Apache-2.0,2014-08-12 18:04:59,2021-10-12 16:57:54,2021-10-11 16:29:39,7191,326.0,1843.0,42159,2019-12-26 15:43:01,4.1.1,13.0,188.0,19,2,-3.0,,,,,, +1,face_recognition,ageitgey face_recognition.,https://github.com/ageitgey/face_recognition,ageitgey/face_recognition,./screenshots/face_recognition.gif,人脸检测与识别,True,https://github.com/ageitgey/face_recognition,MIT,2017-03-03 21:52:39,2021-10-02 14:15:15,2021-06-14 10:10:40,11433,623.0,549.0,41745,2018-04-02 17:18:43,1.2.2,2.0,47.0,21,2,,219.0,448.0,8.0,,, +2,openpose,CMU-Perceptual-Computing-Lab openpose.,https://github.com/CMU-Perceptual-Computing-Lab/openpose,CMU-Perceptual-Computing-Lab/openpose,./screenshots/openpose.jpeg,人脸检测与识别,True,https://github.com/CMU-Perceptual-Computing-Lab/openpose,,2017-04-24 14:06:31,2021-10-11 15:46:18,2021-09-25 15:23:01,6447,153.0,1567.0,22240,2020-11-17 05:48:13,1.7.0,15.0,92.0,21,2,,687.0,189193.0,3941.0,,, +3,waifu2x,nagadomi waifu2x.,https://github.com/nagadomi/waifu2x,nagadomi/waifu2x,./screenshots/waifu2x.jpeg,图像超分辨率,True,https://github.com/nagadomi/waifu2x,MIT,2015-05-17 07:29:15,2021-06-03 21:54:37,2021-06-03 21:52:26,2361,128.0,193.0,22122,2018-11-18 11:21:02,0.13.2,3.0,39.0,19,1,-1.0,746.0,,,,, +4,matterport-Mask_RCNN,matterport-Mask_RCNN.,https://github.com/matterport/Mask_RCNN,matterport/Mask_RCNN,./screenshots/matterport-Mask_RCNN.png,目标检测,True,https://github.com/matterport/Mask_RCNN,,2017-10-19 20:28:34,2021-09-22 08:59:20,2019-03-31 22:03:47,9059,1667.0,778.0,20700,2018-03-19 23:26:21,2.1,3.0,47.0,22,2,,203.0,1046527.0,21802.0,,, +5,apollo,ApolloAuto apollo.,https://github.com/ApolloAuto/apollo,ApolloAuto/apollo,./screenshots/apollo.jpeg,自动驾驶,True,https://github.com/ApolloAuto/apollo,Apache-2.0,2017-07-04 19:03:31,2021-10-12 00:57:55,2021-10-12 00:56:52,7477,949.0,2437.0,19340,2020-09-21 21:03:27,6.0.0,9.0,361.0,25,1,,18004.0,51274.0,1005.0,,, +6,detectron2,facebookresearch detectron2.,https://github.com/facebookresearch/detectron2,facebookresearch/detectron2,./screenshots/detectron2.gif,目标检测,True,https://github.com/facebookresearch/detectron2,Apache-2.0,2019-09-05 21:30:20,2021-10-12 20:03:36,2021-10-12 19:35:42,4605,123.0,2551.0,18268,2021-07-23 18:55:45,0.5,9.0,188.0,23,2,-3.0,,,,355.0,355.0, +7,PaddleOCR,PaddlePaddle PaddleOCR.,https://github.com/PaddlePaddle/PaddleOCR,PaddlePaddle/PaddleOCR,./screenshots/PaddleOCR.png,OCR文字识别,True,https://github.com/PaddlePaddle/PaddleOCR,Apache-2.0,2020-05-08 10:38:16,2021-10-13 06:54:15,2021-10-13 06:54:15,3338,861.0,2226.0,16899,2021-05-26 11:43:06,2.1.1,4.0,53.0,23,1,,,,,340.0,340.0, +8,open-mmlab-mmdetection,open-mmlab-mmdetection.,https://github.com/open-mmlab/mmdetection,open-mmlab/mmdetection,./screenshots/open-mmlab-mmdetection.png,目标检测,True,https://github.com/open-mmlab/mmdetection,Apache-2.0,2018-08-22 07:06:06,2021-10-13 06:51:29,2021-10-12 01:42:34,5425,267.0,4214.0,16747,2021-09-28 13:18:16,2.17.0,18.0,267.0,26,1,,1776.0,,,135.0,135.0, +9,pytorch-CycleGAN-and-pix2pix,junyanz pytorch-CycleGAN-and-pix2pix.,https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix,junyanz/pytorch-CycleGAN-and-pix2pix,./screenshots/pytorch-CycleGAN-and-pix2pix.png,图图转换ImageTranslation,True,https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix,,2017-04-18 10:33:05,2021-09-30 17:54:49,2021-09-30 17:54:49,4633,368.0,833.0,15958,,,,64.0,16,1,,501.0,,,,, +10,labelImg,tzutalin labelImg.,https://github.com/tzutalin/labelImg,tzutalin/labelImg,./screenshots/labelImg.jpeg,目标检测,True,https://github.com/tzutalin/labelImg,MIT,2015-09-17 01:33:59,2021-10-12 07:20:00,2021-10-11 20:15:19,4696,272.0,324.0,15539,2018-12-03 05:40:38,1.8.1,2.0,94.0,24,1,,410.0,,,337.0,337.0, +11,openface,cmusatyalab openface.,https://github.com/cmusatyalab/openface,cmusatyalab/openface,./screenshots/openface.jpeg,人脸检测与识别,True,https://github.com/cmusatyalab/openface,Apache-2.0,2015-09-16 12:47:27,2021-04-30 20:32:16,2019-11-26 15:56:28,3421,5.0,369.0,14158,2016-02-25 17:42:46,0.2.1,4.0,30.0,19,2,,734.0,,,,, +12,pytorch-image-models,rwightman pytorch-image-models.,https://github.com/rwightman/pytorch-image-models,rwightman/pytorch-image-models,./screenshots/pytorch-image-models.png,图像分类,True,https://github.com/rwightman/pytorch-image-models,Apache-2.0,2019-02-02 05:51:12,2021-10-12 22:38:39,2021-10-12 22:37:01,2079,33.0,352.0,13565,2021-10-04 00:02:48,0.1-rsb-weights,27.0,58.0,30,1,,1125.0,644739.0,22232.0,1188.0,1188.0, +13,EasyOCR,JaidedAI EasyOCR.,https://github.com/JaidedAI/EasyOCR,JaidedAI/EasyOCR,./screenshots/EasyOCR.png,OCR文字识别,True,https://github.com/JaidedAI/EasyOCR,Apache-2.0,2020-03-14 11:46:39,2021-10-08 08:23:45,2021-10-08 08:23:45,1582,112.0,309.0,12787,2021-09-11 09:36:28,1.4.1,15.0,89.0,29,1,1.0,468.0,624199.0,39012.0,569.0,569.0, +14,facenet,davidsandberg facenet.,https://github.com/davidsandberg/facenet,davidsandberg/facenet,./screenshots/facenet.jpeg,人脸检测与识别,True,https://github.com/davidsandberg/facenet,MIT,2016-02-12 22:14:40,2021-08-25 14:54:49,2018-04-16 17:32:11,4534,478.0,615.0,12053,,,,36.0,18,3,,566.0,,,,, +15,the-gan-zoo,hindupuravinash the-gan-zoo.,https://github.com/hindupuravinash/the-gan-zoo,hindupuravinash/the-gan-zoo,./screenshots/the-gan-zoo.jpeg,生成对抗网络GAN,True,https://github.com/hindupuravinash/the-gan-zoo,MIT,2017-04-14 16:45:24,2021-09-08 00:33:03,2018-09-30 20:02:46,2172,14.0,16.0,11106,,,,23.0,18,2,,175.0,,,,, +16,libfacedetection,ShiqiYu libfacedetection.,https://github.com/ShiqiYu/libfacedetection,ShiqiYu/libfacedetection,./screenshots/libfacedetection.png,人脸检测与识别,True,https://github.com/ShiqiYu/libfacedetection,,2015-01-20 07:47:20,2021-10-09 02:51:25,2021-10-09 02:51:25,2842,38.0,244.0,10694,2021-09-24 16:29:39,3.0,2.0,23.0,18,3,3.0,185.0,,,,, +17,PyTorch-GAN,eriklindernoren PyTorch-GAN.,https://github.com/eriklindernoren/PyTorch-GAN,eriklindernoren/PyTorch-GAN,./screenshots/PyTorch-GAN.png,生成对抗网络GAN,True,https://github.com/eriklindernoren/PyTorch-GAN,MIT,2018-04-21 13:06:40,2021-10-08 08:20:17,2021-01-06 16:32:26,2879,82.0,45.0,10364,,,,10.0,17,2,1.0,193.0,,,,, +18,nni,microsoft nni.,https://github.com/microsoft/nni,microsoft/nni,./screenshots/nni.png,模型压缩与优化,True,https://github.com/microsoft/nni,MIT,2018-06-01 05:51:44,2021-10-13 06:49:50,2021-10-13 06:32:11,1416,201.0,1196.0,10359,2021-08-12 00:36:12,2.4,31.0,151.0,25,1,1.0,2350.0,,,151.0,151.0, +19,deep_learning_object_detection,hoya012 deep_learning_object_detection.,https://github.com/hoya012/deep_learning_object_detection,hoya012/deep_learning_object_detection,./screenshots/deep_learning_object_detection.png,目标检测,True,https://github.com/hoya012/deep_learning_object_detection,,2018-09-18 01:37:58,2021-09-29 01:58:03,2020-09-22 04:31:32,2712,4.0,21.0,10191,,,,8.0,14,3,,141.0,,,,, +20,ganhacks,soumith ganhacks.,https://github.com/soumith/ganhacks,soumith/ganhacks,./screenshots/ganhacks.png,生成对抗网络GAN,True,https://github.com/soumith/ganhacks,,2016-12-09 16:09:27,2020-03-05 00:50:05,2020-03-05 00:50:04,1549,48.0,15.0,9984,,,,3.0,12,3,,6.0,,,,, +21,pix2pix,phillipi pix2pix.,https://github.com/phillipi/pix2pix,phillipi/pix2pix,./screenshots/pix2pix.jpeg,图图转换ImageTranslation,True,https://github.com/phillipi/pix2pix,,2016-11-16 22:48:50,2021-06-06 12:09:47,2020-08-05 01:16:42,1510,77.0,119.0,8654,,,,17.0,13,2,-1.0,130.0,,,,, +22,awesome-semantic-segmentation,awesome-semantic-segmentation.,https://github.com/mrgloom/awesome-semantic-segmentation,mrgloom/awesome-semantic-segmentation,./screenshots/awesome-semantic-segmentation.jpeg,图像分割,True,https://github.com/mrgloom/awesome-semantic-segmentation,,2015-10-03 10:07:34,2021-05-08 13:40:11,2021-03-08 14:36:09,2137,5.0,19.0,8587,,,,16.0,14,3,,417.0,,,,, +23,Keras-GAN,eriklindernoren Keras-GAN.,https://github.com/eriklindernoren/Keras-GAN,eriklindernoren/Keras-GAN,./screenshots/Keras-GAN.png,生成对抗网络GAN,True,https://github.com/eriklindernoren/Keras-GAN,MIT,2017-07-11 16:24:53,2021-01-27 15:20:20,2021-01-06 16:32:52,2910,118.0,97.0,8372,,,,16.0,16,2,,185.0,,,,, +24,chineseocr_lite,DayBreak-u chineseocr_lite.,https://github.com/DayBreak-u/chineseocr_lite,DayBreak-u/chineseocr_lite,./screenshots/chineseocr_lite.png,OCR文字识别,True,https://github.com/DayBreak-u/chineseocr_lite,GPL-2.0,2020-02-27 10:01:29,2021-09-29 12:19:35,2021-09-29 12:19:34,1566,196.0,111.0,7943,,,,12.0,14,2,,34.0,,,,, +25,vid2vid,NVIDIA vid2vid.,https://github.com/NVIDIA/vid2vid,NVIDIA/vid2vid,./screenshots/vid2vid.gif,图图转换ImageTranslation,True,https://github.com/NVIDIA/vid2vid,,2018-08-14 23:27:15,2020-01-31 13:18:57,2019-07-03 21:49:56,1124,98.0,62.0,7836,,,,4.0,12,3,,65.0,,,,, +26,facebookresearch-detr,facebookresearch detr.,https://github.com/facebookresearch/detr,facebookresearch/detr,./screenshots/facebookresearch-detr.png,目标检测,True,https://github.com/facebookresearch/detr,Apache-2.0,2020-05-26 23:54:52,2021-10-08 08:37:51,2021-10-08 08:37:51,1280,110.0,265.0,7679,2020-06-29 16:41:01,0.2,1.0,23.0,16,3,,42.0,,,,, +27,carla,carla-simulator carla.,https://github.com/carla-simulator/carla,carla-simulator/carla,./screenshots/carla.jpeg,自动驾驶,True,https://github.com/carla-simulator/carla,MIT,2017-10-24 09:06:23,2021-10-12 10:33:24,2021-10-04 09:29:57,1913,439.0,3008.0,6591,2021-08-03 14:09:24,0.9.12,23.0,132.0,24,2,,5332.0,,,91.0,91.0, +28,Ultra-Light-Fast-Generic-Face-Detector-1MB,Linzaer Ultra-Light-Fast-Generic-Face-Detector-1MB.,https://github.com/Linzaer/Ultra-Light-Fast-Generic-Face-Detector-1MB,Linzaer/Ultra-Light-Fast-Generic-Face-Detector-1MB,./screenshots/Ultra-Light-Fast-Generic-Face-Detector-1MB.jpeg,人脸检测与识别,True,https://github.com/Linzaer/Ultra-Light-Fast-Generic-Face-Detector-1MB,MIT,2019-10-10 07:40:48,2021-04-26 07:27:55,2021-04-26 07:27:55,1382,105.0,137.0,6079,,,,14.0,15,3,,181.0,,,,, +29,Vision-Transformer,lucidrains vit-pytorch.,https://github.com/lucidrains/vit-pytorch,lucidrains/vit-pytorch,./screenshots/Vision-Transformer.png,图像分类,True,https://github.com/lucidrains/vit-pytorch,MIT,2020-10-03 22:47:24,2021-10-06 18:16:52,2021-10-05 16:23:44,823,64.0,75.0,5968,2021-10-05 16:24:00,0.20.8,92.0,11.0,19,2,,,,,44.0,44.0, +30,UGATIT,taki0112 UGATIT.,https://github.com/taki0112/UGATIT,taki0112/UGATIT,./screenshots/UGATIT.png,图图转换ImageTranslation,True,https://github.com/taki0112/UGATIT,MIT,2019-07-26 00:33:54,2021-05-20 03:23:05,2020-01-16 10:15:30,957,47.0,62.0,5950,,,,3.0,13,2,,50.0,,,,, +31,CenterNet,xingyizhou-CenterNet.,https://github.com/xingyizhou/CenterNet,xingyizhou/CenterNet,./screenshots/xingyizhou-CenterNet.jpeg,目标检测,True,https://github.com/xingyizhou/CenterNet,MIT,2019-04-16 18:39:13,2021-09-23 23:16:49,2020-06-22 00:53:44,1620,366.0,541.0,5944,,,,14.0,15,3,,50.0,,,,, +32,srez,david-gpu srez.,https://github.com/david-gpu/srez,david-gpu/srez,./screenshots/srez.jpeg,图像超分辨率,True,https://github.com/david-gpu/srez,MIT,2016-08-26 22:22:09,2017-08-16 10:48:45,2016-10-18 02:29:50,642,17.0,39.0,5256,,,,4.0,13,3,,22.0,,,,, +33,U-2-Net,xuebinqin-U-2-Net.,https://github.com/xuebinqin/U-2-Net,xuebinqin/U-2-Net,./screenshots/xuebinqin-U-2-Net.png,目标检测,True,https://github.com/xuebinqin/U-2-Net,Apache-2.0,2020-05-04 17:10:28,2021-09-08 02:55:35,2021-08-24 12:37:30,819,123.0,99.0,4940,,,,13.0,15,3,,216.0,,,,, +34,PaddleDetection,PaddleDetection.,https://github.com/PaddlePaddle/PaddleDetection,PaddlePaddle/PaddleDetection,./screenshots/PaddleDetection.jpeg,目标检测,True,https://github.com/PaddlePaddle/PaddleDetection,Apache-2.0,2019-10-25 07:21:14,2021-10-13 05:57:10,2021-09-23 11:33:55,1208,605.0,1832.0,4697,2021-08-17 09:24:50,2.2.0,4.0,65.0,19,3,,,,,6.0,6.0, +35,facebookresearch-mmf,facebookresearch mmf.,https://github.com/facebookresearch/mmf,facebookresearch/mmf,./screenshots/facebookresearch-mmf.png,图文转换ImageCaptioning与视觉问答VQA,True,https://github.com/facebookresearch/mmf,,2018-06-27 04:52:40,2021-10-08 23:50:59,2021-10-08 23:50:57,755,141.0,413.0,4625,2019-08-26 19:04:21,0.3.1,2.0,79.0,17,1,,962.0,,,9.0,9.0, +36,PaddleGAN,PaddlePaddle PaddleGAN.,https://github.com/PaddlePaddle/PaddleGAN,PaddlePaddle/PaddleGAN,./screenshots/PaddleGAN.png,生成对抗网络GAN,True,https://github.com/PaddlePaddle/PaddleGAN,Apache-2.0,2020-06-18 10:56:01,2021-09-30 07:13:00,2021-09-29 10:55:14,633,89.0,38.0,4156,2021-06-02 02:21:40,2.0.0,2.0,34.0,19,1,,224.0,,,,, +37,gans-awesome-applications,nashory gans-awesome-applications.,https://github.com/nashory/gans-awesome-applications,nashory/gans-awesome-applications,./screenshots/gans-awesome-applications.png,生成对抗网络GAN,True,https://github.com/nashory/gans-awesome-applications,,2017-10-12 03:19:02,2021-04-07 22:01:44,2020-10-12 06:53:28,687,11.0,2.0,3812,,,,6.0,11,3,,33.0,,,,, +38,tensorflow-generative-model-collections,hwalsuklee tensorflow-generative-model-collections.,https://github.com/hwalsuklee/tensorflow-generative-model-collections,hwalsuklee/tensorflow-generative-model-collections,./screenshots/tensorflow-generative-model-collections.png,生成对抗网络GAN,True,https://github.com/hwalsuklee/tensorflow-generative-model-collections,Apache-2.0,2017-08-24 14:24:02,2018-07-21 02:09:52,2018-03-23 00:34:56,818,19.0,8.0,3776,,,,6.0,13,3,,76.0,,,,, +39,PandaOCR,miaomiaosoft PandaOCR.,https://github.com/miaomiaosoft/PandaOCR,miaomiaosoft/PandaOCR,./screenshots/PandaOCR.png,OCR文字识别,True,https://github.com/miaomiaosoft/PandaOCR,,2018-05-16 19:56:02,2021-09-30 03:54:24,2021-09-30 03:54:24,543,57.0,199.0,3763,2021-06-25 09:00:46,2.71,59.0,,16,2,,261.0,3394.0,82.0,,, +40,ESRGAN,xinntao ESRGAN.,https://github.com/xinntao/ESRGAN,xinntao/ESRGAN,./screenshots/ESRGAN.png,图像超分辨率,True,https://github.com/xinntao/ESRGAN,Apache-2.0,2018-08-31 08:18:41,2021-08-25 20:48:53,2021-07-27 19:32:01,688,78.0,40.0,3756,,,,,14,2,,61.0,,,,, +41,microsoft-VoTT,microsoft VoTT.,https://github.com/microsoft/VoTT,microsoft/VoTT,./screenshots/microsoft-VoTT.png,目标检测,True,https://github.com/microsoft/VoTT,MIT,2016-12-29 13:32:23,2021-10-12 22:07:05,2021-04-13 15:42:59,705,229.0,242.0,3576,2020-06-02 23:16:17,2.2.0,21.0,21.0,21,2,,555.0,99041.0,1800.0,,, +42,really-awesome-gan,nightrome really-awesome-gan.,https://github.com/nightrome/really-awesome-gan,nightrome/really-awesome-gan,./screenshots/really-awesome-gan.png,生成对抗网络GAN,True,https://github.com/nightrome/really-awesome-gan,,2017-04-03 14:49:43,2021-02-07 11:32:33,2021-02-07 11:32:33,668,,6.0,3336,,,,13.0,11,3,,134.0,,,,, +43,TNN,Tencent TNN.,https://github.com/Tencent/TNN,Tencent/TNN,./screenshots/TNN.png,模型压缩与优化,True,https://github.com/Tencent/TNN,,2020-05-29 07:20:28,2021-10-12 13:04:55,2021-10-12 12:54:32,529,146.0,482.0,3133,2021-04-26 14:23:12,0.3.0,1.0,61.0,17,2,,2285.0,566.0,94.0,,, +44,image-super-resolution,idealo image-super-resolution.,https://github.com/idealo/image-super-resolution,idealo/image-super-resolution,./screenshots/image-super-resolution.jpeg,图像超分辨率,True,https://github.com/idealo/image-super-resolution,Apache-2.0,2018-11-26 13:41:13,2021-09-29 14:32:27,2021-06-02 09:45:13,554,77.0,108.0,3128,2020-01-08 15:35:45,2.2.0,1.0,10.0,19,1,,150.0,,,60.0,60.0, +45,awesome-Face_Recognition,ChanChiChoi awesome-Face_Recognition.,https://github.com/ChanChiChoi/awesome-Face_Recognition,ChanChiChoi/awesome-Face_Recognition,./screenshots/awesome-Face_Recognition.jpeg,人脸检测与识别,True,https://github.com/ChanChiChoi/awesome-Face_Recognition,,2018-11-09 06:16:47,2021-08-31 06:09:51,2021-08-31 06:09:29,759,4.0,,3040,,,,,12,3,,127.0,,,,, +46,TuSimple-simpledet,TuSimple simpledet.,https://github.com/TuSimple/simpledet,TuSimple/simpledet,./screenshots/TuSimple-simpledet.png,目标检测,True,https://github.com/TuSimple/simpledet,Apache-2.0,2019-01-29 08:28:55,2021-09-23 02:57:09,2021-09-23 02:57:09,479,42.0,210.0,2942,,,,18.0,14,3,,139.0,,,,, +47,PaddleSeg,PaddlePaddle PaddleSeg.,https://github.com/PaddlePaddle/PaddleSeg,PaddlePaddle/PaddleSeg,./screenshots/PaddleSeg.gif,图像分割,True,https://github.com/PaddlePaddle/PaddleSeg,Apache-2.0,2019-08-26 02:32:22,2021-10-13 06:39:04,2021-10-13 06:39:04,588,376.0,324.0,2672,2021-10-11 09:39:49,2.3.0,13.0,57.0,21,1,,,,,307.0,307.0, +48,PocketFlow,Tencent PocketFlow.,https://github.com/Tencent/PocketFlow,Tencent/PocketFlow,./screenshots/PocketFlow.png,模型压缩与优化,True,https://github.com/Tencent/PocketFlow,,2018-10-31 07:45:21,2021-01-15 22:06:42,2019-05-28 02:57:14,494,72.0,202.0,2666,,,,11.0,12,3,,214.0,,,,, +49,srgan,tensorlayer srgan.,https://github.com/tensorlayer/srgan,tensorlayer/srgan,./screenshots/srgan.jpeg,图像超分辨率,True,https://github.com/tensorlayer/srgan,,2017-04-20 17:08:27,2020-12-01 13:48:24,2020-02-25 10:47:53,725,126.0,100.0,2603,2019-07-28 14:45:22,1.4.1,9.0,8.0,14,2,,116.0,4694.0,90.0,,, +50,deep-text-recognition-benchmark,clovaai deep-text-recognition-benchmark.,https://github.com/clovaai/deep-text-recognition-benchmark,clovaai/deep-text-recognition-benchmark,./screenshots/chinese_ocr.jpeg,OCR文字识别,True,https://github.com/clovaai/deep-text-recognition-benchmark,Apache-2.0,2019-04-03 07:24:05,2021-01-25 09:48:52,2020-12-11 03:12:52,811,137.0,145.0,2556,,,,13.0,13,3,,146.0,,,,, +51,CHINESE-OCR,xiaofengShi CHINESE-OCR.,https://github.com/xiaofengShi/CHINESE-OCR,xiaofengShi/CHINESE-OCR,./screenshots/CHINESE-OCR.png,OCR文字识别,True,https://github.com/xiaofengShi/CHINESE-OCR,,2018-04-14 14:32:16,2019-08-13 03:48:30,2019-07-06 08:11:15,918,146.0,20.0,2556,,,,2.0,10,3,,25.0,,,,, +52,openmmlab-mmsegmentation,openmmlab-mmsegmentation.,https://github.com/open-mmlab/mmsegmentation,open-mmlab/mmsegmentation,./screenshots/open-mmlab-mmsegmentation.png,图像分割,True,https://github.com/open-mmlab/mmsegmentation,Apache-2.0,2020-06-14 04:32:33,2021-10-13 04:10:32,2021-10-13 03:35:58,655,120.0,460.0,2441,2021-10-07 09:41:39,0.18.0,13.0,56.0,21,1,,266.0,,,24.0,24.0, +53,BasicSR,xinntao BasicSR.,https://github.com/xinntao/BasicSR,xinntao/BasicSR,./screenshots/BasicSR.png,图像超分辨率,True,https://github.com/xinntao/BasicSR,Apache-2.0,2018-04-19 18:58:00,2021-10-12 11:28:37,2021-10-12 11:28:22,585,166.0,222.0,2437,2021-10-05 11:17:16,1.3.4.4,13.0,14.0,19,1,,438.0,,,35.0,35.0, +54,chinese_ocr,YCG09 chinese_ocr.,https://github.com/YCG09/chinese_ocr,YCG09/chinese_ocr,./screenshots/chinese_ocr.png,OCR文字识别,True,https://github.com/YCG09/chinese_ocr,Apache-2.0,2018-03-16 06:52:08,2019-10-08 03:48:03,2019-10-08 03:48:28,1033,260.0,109.0,2432,,,,,12,3,,13.0,,,,, +55,facenet-pytorch,timesler facenet-pytorch.,https://github.com/timesler/facenet-pytorch,timesler/facenet-pytorch,./screenshots/facenet-pytorch.gif,人脸检测与识别,True,https://github.com/timesler/facenet-pytorch,MIT,2019-05-25 01:29:24,2021-05-23 21:26:30,2021-05-23 21:26:30,517,49.0,89.0,2411,2020-09-07 23:53:20,2.4.1,6.0,14.0,23,1,,234.0,149624.0,6505.0,500.0,500.0, +56,NVlabs-MUNIT,NVlabs MUNIT.,https://github.com/NVlabs/MUNIT,NVlabs/MUNIT,./screenshots/NVlabs-MUNIT.jpeg,图图转换ImageTranslation,True,https://github.com/NVlabs/MUNIT,,2018-03-30 21:56:14,2021-04-21 20:53:31,2021-04-21 20:53:31,453,52.0,40.0,2360,,,1.0,5.0,11,3,,86.0,,,,, +57,PaddlePaddle-PaddleClas,PaddlePaddle PaddleClas.,https://github.com/PaddlePaddle/PaddleClas,PaddlePaddle/PaddleClas,./screenshots/PaddlePaddle-PaddleClas.png,图像分类,True,https://github.com/PaddlePaddle/PaddleClas,Apache-2.0,2020-03-30 04:27:42,2021-10-13 02:26:36,2021-10-12 03:14:31,491,179.0,209.0,2310,2021-08-11 07:10:16,2.2.1,4.0,38.0,18,2,,,,,8.0,8.0, +58,pytorch-generative-model-collections,znxlwm pytorch-generative-model-collections.,https://github.com/znxlwm/pytorch-generative-model-collections,znxlwm/pytorch-generative-model-collections,./screenshots/pytorch-generative-model-collections.png,生成对抗网络GAN,True,https://github.com/znxlwm/pytorch-generative-model-collections,,2017-08-31 03:58:25,2020-04-12 11:55:29,2018-06-12 09:57:00,496,22.0,5.0,2279,,,,2.0,10,3,,87.0,,,,, +59,image-segmentation-keras,divamgupta image-segmentation-keras.,https://github.com/divamgupta/image-segmentation-keras,divamgupta/image-segmentation-keras,./screenshots/image-segmentation-keras.png,图像分割,True,https://github.com/divamgupta/image-segmentation-keras,MIT,2017-03-20 20:48:54,2021-10-10 22:56:32,2021-03-31 20:44:01,914,123.0,173.0,2262,,,1.0,16.0,16,2,,235.0,1224.0,40.0,,, +60,UGATIT-pytorch,znxlwm UGATIT-pytorch.,https://github.com/znxlwm/UGATIT-pytorch,znxlwm/UGATIT-pytorch,./screenshots/UGATIT-pytorch.jpeg,图图转换ImageTranslation,True,https://github.com/znxlwm/UGATIT-pytorch,MIT,2019-07-29 07:44:56,2021-06-03 11:41:49,2019-10-15 02:58:17,442,43.0,22.0,2220,,,,2.0,11,3,,17.0,,,,, +61,captcha_break,ypwhs captcha_break.,https://github.com/ypwhs/captcha_break,ypwhs/captcha_break,./screenshots/captcha_break.png,OCR文字识别,True,https://github.com/ypwhs/captcha_break,MIT,2017-02-21 14:04:20,2020-05-17 04:03:53,2020-01-10 13:03:53,584,44.0,18.0,2198,2019-06-18 13:05:05,2.0,2.0,2.0,12,3,,12.0,417.0,14.0,,, +62,ctrip-OCR,ctripcorp C-OCR.,https://github.com/ctripcorp/C-OCR,ctripcorp/C-OCR,./screenshots/C-OCR.png,OCR文字识别,True,https://github.com/ctripcorp/C-OCR,,2019-04-11 06:07:08,2019-05-08 09:56:50,2019-05-08 09:56:49,546,15.0,2.0,2174,,,,,10,3,,11.0,,,,, +63,captcha_trainer,kerlomz captcha_trainer.,https://github.com/kerlomz/captcha_trainer,kerlomz/captcha_trainer,./screenshots/captcha_trainer.png,OCR文字识别,True,https://github.com/kerlomz/captcha_trainer,Apache-2.0,2018-08-17 06:17:47,2021-05-11 04:23:47,2021-05-11 04:23:39,620,48.0,35.0,2139,2020-04-14 18:17:06,1.0,1.0,4.0,14,2,,196.0,,,,, +64,pixel2style2pixel,eladrich pixel2style2pixel.,https://github.com/eladrich/pixel2style2pixel,eladrich/pixel2style2pixel,./screenshots/pixel2style2pixel.png,图图转换ImageTranslation,True,https://github.com/eladrich/pixel2style2pixel,MIT,2020-10-01 11:01:03,2021-09-26 14:07:15,2021-09-26 14:07:14,307,4.0,194.0,2002,,,,5.0,14,2,,55.0,,,,, +65,awesome-image-classification,weiaicunzai awesome-image-classification.,https://github.com/weiaicunzai/awesome-image-classification,weiaicunzai/awesome-image-classification,./screenshots/awesome-image-classification.png,图像分类,True,https://github.com/weiaicunzai/awesome-image-classification,,2012-05-23 14:07:04,2020-09-17 14:00:53,2020-09-17 14:00:01,493,1.0,,1949,,,,2.0,10,3,,32.0,,,,, +66,ObjectDetection-OneStageDet,Tencent ObjectDetection-OneStageDet.,https://github.com/Tencent/ObjectDetection-OneStageDet,Tencent/ObjectDetection-OneStageDet,./screenshots/ObjectDetection-OneStageDet.png,目标检测,True,https://github.com/Tencent/ObjectDetection-OneStageDet,,2018-12-19 04:01:16,2020-06-03 07:39:32,2020-06-03 07:39:31,495,49.0,53.0,1925,,,,2.0,9,3,,3.0,,,,, +67,AutonomousDrivingCookbook,microsoft AutonomousDrivingCookbook.,https://github.com/microsoft/AutonomousDrivingCookbook,microsoft/AutonomousDrivingCookbook,./screenshots/AutonomousDrivingCookbook.jpeg,自动驾驶,True,https://github.com/microsoft/AutonomousDrivingCookbook,MIT,2017-11-30 20:51:02,2019-03-15 04:17:31,2018-08-24 17:12:26,471,29.0,85.0,1907,,,,5.0,13,3,,46.0,,,,, +68,awesome-gan-for-medical-imaging,xinario awesome-gan-for-medical-imaging.,https://github.com/xinario/awesome-gan-for-medical-imaging,xinario/awesome-gan-for-medical-imaging,./screenshots/awesome-gan-for-medical-imaging.png,医疗影像,True,https://github.com/xinario/awesome-gan-for-medical-imaging,,2017-08-23 20:38:25,2021-06-10 23:33:07,2021-06-10 23:33:07,384,,4.0,1762,,,,11.0,11,3,,88.0,,,,, +69,facebookresearch-pycls,facebookresearch pycls.,https://github.com/facebookresearch/pycls,facebookresearch/pycls,./screenshots/facebookresearch-pycls.png,图像分类,True,https://github.com/facebookresearch/pycls,MIT,2019-06-10 22:47:17,2021-09-08 21:24:31,2021-08-19 02:33:54,194,19.0,53.0,1747,2021-05-21 00:29:47,0.2,2.0,13.0,16,3,,,,,4.0,4.0, +70,awesome-autonomous-vehicles,manfreddiaz awesome-autonomous-vehicles.,https://github.com/manfreddiaz/awesome-autonomous-vehicles,manfreddiaz/awesome-autonomous-vehicles,./screenshots/awesome-autonomous-vehicles.jpeg,自动驾驶,True,https://github.com/manfreddiaz/awesome-autonomous-vehicles,,2016-12-09 20:07:33,2021-06-17 15:35:24,2021-06-17 15:35:24,460,,5.0,1599,,,,9.0,11,3,,75.0,,,,, +71,Single-Image-Super-Resolution,YapengTian Single-Image-Super-Resolution.,https://github.com/YapengTian/Single-Image-Super-Resolution,YapengTian/Single-Image-Super-Resolution,./screenshots/Single-Image-Super-Resolution.png,图像超分辨率,True,https://github.com/YapengTian/Single-Image-Super-Resolution,,2016-10-09 16:11:13,2021-06-21 06:34:15,2021-06-21 06:34:15,350,1.0,,1577,,,,9.0,11,3,,142.0,,,,, +72,Image_Segmentation,LeeJunHyun Image_Segmentation.,https://github.com/LeeJunHyun/Image_Segmentation,LeeJunHyun/Image_Segmentation,./screenshots/LeeJunHyun-Image_Segmentation.jpeg,图像分割,True,https://github.com/LeeJunHyun/Image_Segmentation,,2018-06-18 08:27:27,2020-12-07 10:12:37,2019-04-14 15:33:53,430,35.0,40.0,1564,,,,,10,3,,12.0,,,,, +73,open-mmlab-mmtracking,PaddleDetection.,https://github.com/open-mmlab/mmtracking,open-mmlab/mmtracking,./screenshots/open-mmlab-mmtracking.gif,目标检测,True,https://github.com/open-mmlab/mmtracking,Apache-2.0,2020-08-29 06:16:56,2021-10-13 01:18:10,2021-10-12 13:57:26,218,15.0,84.0,1556,2021-10-03 14:54:27,0.8.0,7.0,18.0,20,3,,167.0,,,40.0,40.0, +74,micronet,666DZY666 micronet.,https://github.com/666DZY666/micronet,666DZY666/micronet,./screenshots/micronet.png,模型压缩与优化,True,https://github.com/666DZY666/micronet,MIT,2019-12-04 15:56:29,2021-10-06 09:46:07,2021-10-06 09:39:17,363,70.0,14.0,1511,,,,2.0,14,3,,295.0,,,,, +75,DeepFace,RiweiChen DeepFace.,https://github.com/RiweiChen/DeepFace,RiweiChen/DeepFace,./screenshots/DeepFace.jpeg,人脸检测与识别,True,https://github.com/RiweiChen/DeepFace,,2015-11-12 13:42:57,2016-09-11 09:12:56,2016-09-11 09:09:48,623,15.0,22.0,1465,,,,2.0,10,3,,25.0,,,,, +76,gen-efficientnet-pytorch,rwightman gen-efficientnet-pytorch.,https://github.com/rwightman/gen-efficientnet-pytorch,rwightman/gen-efficientnet-pytorch,./screenshots/gen-efficientnet-pytorch.png,图像分类,True,https://github.com/rwightman/gen-efficientnet-pytorch,Apache-2.0,2019-05-11 19:35:56,2021-07-08 19:04:05,2021-07-08 19:03:55,185,,49.0,1395,,,,5.0,16,3,,108.0,,,77.0,77.0, +77,facebookresearch-ClassyVision,facebookresearch ClassyVision.,https://github.com/facebookresearch/ClassyVision,facebookresearch/ClassyVision,./screenshots/facebookresearch-ClassyVision.png,图像分类,True,https://github.com/facebookresearch/ClassyVision,MIT,2019-09-13 22:54:44,2021-10-07 06:07:49,2021-10-07 06:07:46,233,12.0,61.0,1356,2021-07-19 20:08:51,0.6.0,6.0,66.0,17,3,-2.0,,,,,, +78,Deep-Learning-for-Medical-Applications,albarqouni Deep-Learning-for-Medical-Applications.,https://github.com/albarqouni/Deep-Learning-for-Medical-Applications,albarqouni/Deep-Learning-for-Medical-Applications,./screenshots/Deep-Learning-for-Medical-Applications.png,医疗影像,True,https://github.com/albarqouni/Deep-Learning-for-Medical-Applications,GPL-3.0,2017-03-11 12:28:04,2019-04-09 06:32:23,2019-04-09 06:32:22,463,1.0,1.0,1352,,,,10.0,12,3,,50.0,,,,, +79,pytorch_GAN_zoo,facebookresearch pytorch_GAN_zoo.,https://github.com/facebookresearch/pytorch_GAN_zoo,facebookresearch/pytorch_GAN_zoo,./screenshots/pytorch_GAN_zoo.png,生成对抗网络GAN,True,https://github.com/facebookresearch/pytorch_GAN_zoo,BSD-3-Clause,2019-01-17 09:52:30,2021-10-12 21:33:09,2020-05-14 15:13:10,219,30.0,33.0,1351,,,,4.0,13,3,,,,,,, +80,DLTK,DLTK DLTK.,https://github.com/DLTK/DLTK,DLTK/DLTK,./screenshots/DLTK.jpeg,医疗影像,True,https://github.com/DLTK/DLTK,Apache-2.0,2017-05-02 15:40:36,2021-08-25 14:40:15,2019-01-21 14:01:28,389,7.0,24.0,1272,,,,9.0,17,2,,379.0,,,21.0,21.0, +81,VideoSuperResolution,LoSealL VideoSuperResolution.,https://github.com/LoSealL/VideoSuperResolution,LoSealL/VideoSuperResolution,./screenshots/VideoSuperResolution.jpeg,图像超分辨率,True,https://github.com/LoSealL/VideoSuperResolution,MIT,2018-06-04 08:42:05,2020-09-11 14:36:45,2020-07-29 09:57:52,272,4.0,88.0,1266,2019-03-15 08:36:20,0.6.4,1.0,2.0,14,2,,456.0,,,,, +82,medical-imaging-datasets,sfikas medical-imaging-datasets.,https://github.com/sfikas/medical-imaging-datasets,sfikas/medical-imaging-datasets,./screenshots/medical-imaging-datasets.png,医疗影像,True,https://github.com/sfikas/medical-imaging-datasets,,2017-05-11 10:14:19,2021-03-29 08:43:31,2021-03-29 08:43:31,272,,2.0,1250,,,,7.0,11,3,,26.0,,,,, +83,LFFD-A-Light-and-Fast-Face-Detector-for-Edge-Devices,YonghaoHe LFFD-A-Light-and-Fast-Face-Detector-for-Edge-Devices.,https://github.com/YonghaoHe/LFFD-A-Light-and-Fast-Face-Detector-for-Edge-Devices,YonghaoHe/LFFD-A-Light-and-Fast-Face-Detector-for-Edge-Devices,./screenshots/LFFD-A-Light-and-Fast-Face-Detector-for-Edge-Devices.png,行人检测,True,https://github.com/YonghaoHe/LFFD-A-Light-and-Fast-Face-Detector-for-Edge-Devices,MIT,2019-07-23 03:29:59,2021-03-08 16:10:22,2021-03-08 16:10:22,319,43.0,58.0,1232,,,,3.0,12,2,,18.0,,,,, +84,DBFace,dlunion DBFace.,https://github.com/dlunion/DBFace,dlunion/DBFace,./screenshots/DBFace.png,人脸检测与识别,True,https://github.com/dlunion/DBFace,,2020-03-21 07:00:43,2021-07-06 06:03:28,2021-07-06 06:03:28,282,36.0,16.0,1195,,,,5.0,11,3,,55.0,,,,, +85,model-optimization,tensorflow model-optimization.,https://github.com/tensorflow/model-optimization,tensorflow/model-optimization,./screenshots/model-optimization.png,模型压缩与优化,True,https://github.com/tensorflow/model-optimization,Apache-2.0,2018-10-31 20:34:28,2021-10-13 04:04:44,2021-10-13 04:03:53,243,114.0,137.0,1130,2021-09-30 10:12:08,0.7.0,15.0,62.0,24,2,,672.0,,,1191.0,1191.0, +86,bottom-up-attention,peteanderson80 bottom-up-attention.,https://github.com/peteanderson80/bottom-up-attention,peteanderson80/bottom-up-attention,./screenshots/bottom-up-attention.jpeg,图文转换ImageCaptioning与视觉问答VQA,True,https://github.com/peteanderson80/bottom-up-attention,MIT,2017-05-26 23:00:39,2021-02-14 19:08:48,2021-02-14 19:08:48,309,62.0,47.0,1124,,,,5.0,13,1,,55.0,,,,, +87,super-resolution,krasserm super-resolution.,https://github.com/krasserm/super-resolution,krasserm/super-resolution,./screenshots/super-resolution.jpeg,图像超分辨率,True,https://github.com/krasserm/super-resolution,Apache-2.0,2018-10-17 10:46:49,2021-05-30 13:27:23,2021-05-30 13:26:07,278,39.0,46.0,1111,,,,,13,3,,64.0,,,,, +88,Awesome-Super-Resolution,ChaofWang Awesome-Super-Resolution.,https://github.com/ChaofWang/Awesome-Super-Resolution,ChaofWang/Awesome-Super-Resolution,./screenshots/Awesome-Super-Resolution.jpeg,图像超分辨率,True,https://github.com/ChaofWang/Awesome-Super-Resolution,,2019-04-20 15:32:50,2021-10-09 02:27:00,2021-10-09 02:27:00,213,1.0,3.0,1087,,,,,12,3,,187.0,,,,, +89,medical-detection-toolkit,MIC-DKFZ medicaldetectiontoolkit.,https://github.com/MIC-DKFZ/medicaldetectiontoolkit,MIC-DKFZ/medicaldetectiontoolkit,./screenshots/medicaldetectiontoolkit.png,图像分割,True,https://github.com/MIC-DKFZ/medicaldetectiontoolkit,Apache-2.0,2018-10-12 12:34:57,2021-09-09 14:14:09,2021-09-09 14:14:04,267,37.0,85.0,1042,,,,3.0,13,3,,40.0,,,,, +90,pytorch_image_classification,hysts pytorch_image_classification.,https://github.com/hysts/pytorch_image_classification,hysts/pytorch_image_classification,./screenshots/pytorch_image_classification.png,图像分类,True,https://github.com/hysts/pytorch_image_classification,MIT,2017-12-09 22:32:57,2021-02-06 09:27:16,2021-02-06 09:25:27,237,1.0,24.0,941,,,,,13,3,,184.0,,,,, +91,open-mmlab-mmclassification,open-mmlab mmclassification.,https://github.com/open-mmlab/mmclassification,open-mmlab/mmclassification,./screenshots/open-mmlab-mmclassification.png,图像分类,True,https://github.com/open-mmlab/mmclassification,Apache-2.0,2020-07-09 16:25:04,2021-10-13 06:54:47,2021-10-13 06:54:47,288,37.0,134.0,856,2021-09-30 05:18:19,0.16.0,12.0,46.0,20,2,,385.0,,,16.0,16.0, +92,PaddleSlim,PaddlePaddle PaddleSlim.,https://github.com/PaddlePaddle/PaddleSlim,PaddlePaddle/PaddleSlim,./screenshots/PaddleSlim.png,模型压缩与优化,True,https://github.com/PaddlePaddle/PaddleSlim,Apache-2.0,2019-12-16 02:56:50,2021-10-08 08:55:29,2021-09-27 09:02:12,169,129.0,88.0,794,2021-05-20 06:35:27,2.1.0,3.0,35.0,18,2,,,,,37.0,37.0, +93,instagan,sangwoomo instagan.,https://github.com/sangwoomo/instagan,sangwoomo/instagan,./screenshots/instagan.png,图图转换ImageTranslation,True,https://github.com/sangwoomo/instagan,,2018-12-16 20:00:10,2019-12-20 02:24:05,2019-12-20 02:24:05,154,6.0,53.0,777,,,,31.0,12,3,,320.0,,,,, +94,MedicalZooPytorch,black0017-MedicalZooPytorch.,https://github.com/black0017/MedicalZooPytorch,black0017/MedicalZooPytorch,./screenshots/MedicalZooPytorch.png,图像分割,True,https://github.com/black0017/MedicalZooPytorch,MIT,2019-07-23 11:00:46,2021-08-24 09:12:41,2021-08-24 09:12:41,160,10.0,5.0,765,,,,4.0,13,3,,120.0,,,,, +95,MedicalZoo-Pytorch,black0017 MedicalZooPytorch.,https://github.com/black0017/MedicalZooPytorch,black0017/MedicalZooPytorch,./screenshots/MedicalZooPytorch.png,医疗影像,True,https://github.com/black0017/MedicalZooPytorch,MIT,2019-07-23 11:00:46,2021-08-24 09:12:41,2021-08-24 09:12:41,160,10.0,5.0,765,,,,4.0,13,2,,120.0,,,,, +96,medicaltorch,perone medicaltorch.,https://github.com/perone/medicaltorch,perone/medicaltorch,./screenshots/medicaltorch.png,医疗影像,True,https://github.com/perone/medicaltorch,Apache-2.0,2018-02-27 02:50:07,2021-04-16 18:50:54,2021-04-16 18:50:54,110,13.0,9.0,748,2018-11-24 00:33:11,0.2,1.0,8.0,13,2,,57.0,,,11.0,11.0, +97,awesome-image-captioning,zhjohnchan awesome-image-captioning.,https://github.com/zhjohnchan/awesome-image-captioning,zhjohnchan/awesome-image-captioning,./screenshots/awesome-image-captioning.png,图文转换ImageCaptioning与视觉问答VQA,True,https://github.com/zhjohnchan/awesome-image-captioning,,2018-08-16 07:52:51,2021-04-03 18:07:03,2021-04-03 18:07:03,160,3.0,4.0,743,,,,3.0,10,3,,51.0,,,,, +98,DRIT,HsinYingLee DRIT.,https://github.com/HsinYingLee/DRIT,HsinYingLee/DRIT,./screenshots/DRIT.jpeg,图图转换ImageTranslation,True,https://github.com/HsinYingLee/DRIT,,2018-03-26 00:31:06,2020-08-05 02:33:28,2020-07-07 20:47:25,133,21.0,33.0,715,,,,5.0,9,3,,105.0,,,,, +99,pytorch-segmentation-detection,pytorch-segmentation-detection.,https://github.com/warmspringwinds/pytorch-segmentation-detection,warmspringwinds/pytorch-segmentation-detection,./screenshots/pytorch-segmentation-detection.png,图像分割,True,https://github.com/warmspringwinds/pytorch-segmentation-detection,,2017-06-10 16:57:15,2019-07-28 18:30:17,2019-07-28 18:30:05,158,14.0,6.0,706,,,,4.0,11,3,,265.0,,,,, +100,aimet,quic aimet.,https://github.com/quic/aimet,quic/aimet,./screenshots/aimet.png,模型压缩与优化,True,https://github.com/quic/aimet,,2020-04-21 18:57:10,2021-10-12 22:44:51,2021-10-12 22:44:50,120,89.0,288.0,699,2021-09-20 19:32:43,1.17.0.py37,9.0,14.0,12,3,,1.0,5954.0,595.0,,, +101,microsoft-Oscar,microsoft Oscar.,https://github.com/microsoft/Oscar,microsoft/Oscar,./screenshots/microsoft-Oscar.png,图文转换ImageCaptioning与视觉问答VQA,True,https://github.com/microsoft/Oscar,MIT,2020-05-14 18:14:43,2021-09-16 12:29:21,2021-04-13 07:27:40,164,94.0,52.0,667,,,,6.0,13,1,2.0,24.0,,,,, +102,Awesome-model-compression-and-acceleration,memoiry Awesome-model-compression-and-acceleration.,https://github.com/memoiry/Awesome-model-compression-and-acceleration,memoiry/Awesome-model-compression-and-acceleration,./screenshots/Awesome-model-compression-and-acceleration.png,模型压缩与优化,True,https://github.com/memoiry/Awesome-model-compression-and-acceleration,,2018-03-19 07:31:31,2021-08-25 14:37:18,2021-08-25 14:37:18,112,2.0,,543,,,,6.0,9,3,,13.0,,,,, +103,Pedestron,hasanirtiza Pedestron.,https://github.com/hasanirtiza/Pedestron,hasanirtiza/Pedestron,./screenshots/Pedestron.png,行人检测,True,https://github.com/hasanirtiza/Pedestron,Apache-2.0,2020-03-15 05:52:52,2021-10-06 09:58:09,2021-10-06 09:58:09,102,,109.0,466,,,,52.0,14,1,,722.0,,,,, +104,Data-Efficient-Model-Compression,huawei-noah Data-Efficient-Model-Compression.,https://github.com/huawei-noah/Data-Efficient-Model-Compression,huawei-noah/Data-Efficient-Model-Compression,./screenshots/Data-Efficient-Model-Compression.png,模型压缩与优化,True,https://github.com/huawei-noah/Efficient-Computing,BSD-3-Clause,2019-09-04 10:39:36,2021-09-19 02:27:59,2021-09-19 02:27:59,97,6.0,19.0,444,,,,3.0,12,3,,72.0,,,,,huawei-noah/Efficient-Computing +105,NVIDIA-tf_to_trt_image_classification,NVIDIA-AI-IOT tf_to_trt_image_classification.,https://github.com/NVIDIA-AI-IOT/tf_to_trt_image_classification,NVIDIA-AI-IOT/tf_to_trt_image_classification,./screenshots/tf_to_trt_image_classification.png,图像分类,True,https://github.com/NVIDIA-AI-IOT/tf_to_trt_image_classification,,2018-03-01 23:52:57,2020-11-10 02:45:21,2018-11-01 23:28:15,146,33.0,14.0,440,,,,3.0,9,3,,28.0,,,,, +106,SMARTS,huawei-noah SMARTS.,https://github.com/huawei-noah/SMARTS,huawei-noah/SMARTS,./screenshots/SMARTS.png,自动驾驶,True,https://github.com/huawei-noah/SMARTS,MIT,2020-10-07 02:11:23,2021-10-12 21:28:25,2021-07-22 23:44:44,88,154.0,379.0,435,2021-07-02 18:30:54,0.4.17,16.0,13.0,18,2,,328.0,64.0,5.0,13.0,13.0, +107,MITK,MITK MITK.,https://github.com/MITK/MITK,MITK/MITK,./screenshots/MITK.jpeg,医疗影像,True,https://github.com/MITK/MITK,BSD-3-Clause,2011-05-17 13:21:51,2021-10-12 22:20:04,2021-10-01 09:23:53,246,,,424,2021-02-15 19:46:56,2021.02,3.0,290.0,19,1,,42260.0,600.0,15.0,,, +108,Awesome-Autonomous-Driving,autonomousdrivingkr Awesome-Autonomous-Driving.,https://github.com/autonomousdrivingkr/Awesome-Autonomous-Driving,autonomousdrivingkr/Awesome-Autonomous-Driving,./screenshots/Awesome-Autonomous-Driving.gif,自动驾驶,True,https://github.com/autonomousdrivingkr/Awesome-Autonomous-Driving,,2019-02-10 19:21:45,2021-04-29 03:28:04,2021-04-29 03:28:04,116,,,396,,,,8.0,9,3,,43.0,,,,, +109,awesome-visual-question-answering,jokieleung awesome-visual-question-answering.,https://github.com/jokieleung/awesome-visual-question-answering,jokieleung/awesome-visual-question-answering,./screenshots/awesome-visual-question-answering.jpeg,图文转换ImageCaptioning与视觉问答VQA,True,https://github.com/jokieleung/awesome-visual-question-answering,,2019-03-03 13:32:39,2021-07-26 02:58:15,2021-07-26 02:58:15,68,1.0,,374,,,,4.0,9,3,,23.0,,,,, +110,meshed-memory-transformer,aimagelab meshed-memory-transformer.,https://github.com/aimagelab/meshed-memory-transformer,aimagelab/meshed-memory-transformer,./screenshots/meshed-memory-transformer.png,图文转换ImageCaptioning与视觉问答VQA,True,https://github.com/aimagelab/meshed-memory-transformer,BSD-3-Clause,2019-12-12 18:02:41,2020-03-20 19:30:27,2020-03-20 19:30:26,86,30.0,36.0,324,,,,3.0,10,3,,8.0,,,,, +111,Pedestrian-Detection,thatbrguy Pedestrian-Detection.,https://github.com/thatbrguy/Pedestrian-Detection,thatbrguy/Pedestrian-Detection,./screenshots/Pedestrian-Detection.jpeg,行人检测,True,https://github.com/thatbrguy/Pedestrian-Detection,,2018-07-30 12:39:13,2019-09-04 13:12:32,2018-08-25 04:51:40,138,2.0,8.0,324,,,,,8,3,,19.0,,,,, +112,conceptual-captions,google-research-datasets conceptual-captions.,https://github.com/google-research-datasets/conceptual-captions,google-research-datasets/conceptual-captions,./screenshots/conceptual-captions.png,图文转换ImageCaptioning与视觉问答VQA,True,https://github.com/google-research-datasets/conceptual-captions,,2018-05-10 22:24:40,2021-08-21 16:18:14,2021-01-13 20:07:51,15,3.0,11.0,304,,,,6.0,8,3,,12.0,,,,, +113,Awesome-Visual-Captioning,forence Awesome-Visual-Captioning.,https://github.com/forence/Awesome-Visual-Captioning,forence/Awesome-Visual-Captioning,./screenshots/Awesome-Visual-Captioning.png,图文转换ImageCaptioning与视觉问答VQA,True,https://github.com/forence/Awesome-Visual-Captioning,,2019-01-14 09:12:59,2021-07-07 02:35:58,2021-07-07 02:35:58,36,1.0,3.0,265,,,,,9,3,,60.0,,,,, +114,Pedestrian-Detection-papers,xingkongliang Pedestrian-Detection.,https://github.com/xingkongliang/Pedestrian-Detection,xingkongliang/Pedestrian-Detection,./screenshots/Pedestrian-Detection-papers.png,行人检测,True,https://github.com/xingkongliang/Pedestrian-Detection,,2018-09-18 09:22:28,2020-04-29 04:13:17,2020-04-29 04:13:16,52,1.0,1.0,251,,,,,8,3,,13.0,,,,, +115,PedestrianDetectionSystem,zhangpengpengpeng PedestrianDetectionSystem.,https://github.com/zhangpengpengpeng/PedestrianDetectionSystem,zhangpengpengpeng/PedestrianDetectionSystem,./screenshots/PedestrianDetectionSystem.jpeg,行人检测,True,https://github.com/zhangpengpengpeng/PedestrianDetectionSystem,Apache-2.0,2018-12-03 11:10:37,2021-04-22 18:01:06,2020-12-11 10:07:37,100,,25.0,234,2019-01-18 02:12:57,1.0,1.0,5.0,11,3,,108.0,389.0,11.0,,, +116,MILVLG-openvqa,MILVLG openvqa.,https://github.com/MILVLG/openvqa,MILVLG/openvqa,./screenshots/MILVLG-openvqa.png,图文转换ImageCaptioning与视觉问答VQA,True,https://github.com/MILVLG/openvqa,Apache-2.0,2019-07-04 03:32:35,2021-09-03 12:54:09,2021-09-03 12:54:08,46,1.0,19.0,229,,,,8.0,13,1,,254.0,,,,, +117,image-captioning,JDAI-CV image-captioning.,https://github.com/JDAI-CV/image-captioning,JDAI-CV/image-captioning,./screenshots/JDAI-CV-image-captioning.png,图文转换ImageCaptioning与视觉问答VQA,True,https://github.com/JDAI-CV/image-captioning,,2020-03-26 09:33:13,2021-07-27 06:06:31,2021-07-27 06:06:31,33,2.0,22.0,195,,,,2.0,7,3,,9.0,,,,, +118,Image-Caption-Generator,dabasajay Image-Caption-Generator.,https://github.com/dabasajay/Image-Caption-Generator,dabasajay/Image-Caption-Generator,./screenshots/Image-Caption-Generator.jpeg,图文转换ImageCaptioning与视觉问答VQA,True,https://github.com/dabasajay/Image-Caption-Generator,MIT,2018-08-10 13:33:49,2020-10-01 07:13:57,2019-11-22 12:21:54,41,8.0,3.0,149,,,,3.0,11,2,,88.0,,,,, diff --git a/latest-changes.md b/latest-changes.md index 7adbf02..1dd8357 100644 --- a/latest-changes.md +++ b/latest-changes.md @@ -2,19 +2,19 @@ _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ -- pytorch-image-models (🥇30 · ⭐ 12K · 📈) - rwightman pytorch-image-models. Apache-2 -- facebookresearch-detr (🥉16 · ⭐ 7.4K · 📈) - facebookresearch detr. Apache-2 -- carla (🥈24 · ⭐ 6.3K · 📈) - carla-simulator carla. MIT -- CenterNet (🥉15 · ⭐ 5.8K · 💤) - xingyizhou-CenterNet. MIT -- PaddleDetection (🥉19 · ⭐ 4.5K · 📈) - PaddleDetection. Apache-2 +- EasyOCR (🥇29 · ⭐ 13K · 📈) - JaidedAI EasyOCR. Apache-2 +- libfacedetection (🥉18 · ⭐ 11K · 📈) - ShiqiYu libfacedetection. ❗Unlicensed +- PyTorch-GAN (🥈17 · ⭐ 10K · 📈) - eriklindernoren PyTorch-GAN. MIT +- nni (🥇25 · ⭐ 10K · 📈) - microsoft nni. MIT +- microsoft-Oscar (🥇13 · ⭐ 670 · 📈) - microsoft Oscar. MIT ## 📉 Trending Down _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ -- matterport-Mask_RCNN (🥈22 · ⭐ 20K · 💤) - matterport-Mask_RCNN. ❗Unlicensed -- openface (🥈19 · ⭐ 14K · 💤) - cmusatyalab openface. Apache-2 -- EasyOCR (🥇28 · ⭐ 12K · 📉) - JaidedAI EasyOCR. Apache-2 -- libfacedetection (🥉15 · ⭐ 11K · 📉) - ShiqiYu libfacedetection. ❗Unlicensed -- PaddleGAN (🥇19 · ⭐ 3.9K · 📉) - PaddlePaddle PaddleGAN. Apache-2 +- tesseract (🥈19 · ⭐ 42K · 📉) - tesseract-ocr-tesseract. Apache-2 +- waifu2x (🥇19 · ⭐ 22K · 📉) - nagadomi waifu2x. MIT +- detectron2 (🥈23 · ⭐ 18K · 📉) - facebookresearch detectron2. Apache-2 +- pix2pix (🥈13 · ⭐ 8.7K · 💤) - phillipi pix2pix. ❗Unlicensed +- facebookresearch-ClassyVision (🥉17 · ⭐ 1.4K · 📉) - facebookresearch ClassyVision. MIT