amusi/YOLO-Reproduce-Summary

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amusi/YOLO-Reproduce-Summary

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YOLO reproduce summary (now based on YOLOv3)

YOLO-Reproduce-Summary

YOLOv4
YOLOv3

YOLOv4

YOLO reproduce summary (now based on YOLOv4)

Paper: https://arxiv.org/abs/2004.10934

Code: https://github.com/AlexeyAB/darknet

PyTorch
TensorFlow
Keras
Paddle
Caffe
TensorRT
tkDNN
OpenVINO

PyTorch

Project	Infernece	Train	star
PyTorch_YOLOv4	√	√	127
pytorch-YOLOv4	√	√	926
yolov4-pytorch	√	√	120

TensorFlow

Project	Infernece	Train	star
tensorflow-yolov4-tflite	√	√	464
YOLOv4_tensorflow	√	√	116

Keras

Project	Infernece	Train	Star
keras-YOLOv3-model-set	√	√	279
Keras-YOLOv4	√	√	98
yolov4-keras	√	√	142
keras-yolo4	√	√	220

PaddlePaddle

Project	Infernece	Train	Star
Paddle-YOLOv4	√	√	14

Caffe

Project	Infernece	Train	Star
caffe-yolov3	√	x	362
darknet2caffe	√	x	54

TensorRT

Project	Infernece	Train	Star
TensorRT-YOLOv4	√		106

tkDNN

Project	Infernece	Train	Star
tkDNN	√		177

OpenVINO

Project	Infernece	Train	Star
OpenVINO-YOLOV4	√		15

YOLOv3

YOLO reproduce summary (now based on YOLOv3)

Paper: https://pjreddie.com/media/files/papers/YOLOv3.pdf

Code: https://github.com/pjreddie/darknet

TensorFlow

Project	Infernece	Train	star
tensorflow-yolov3	√	√	2070
YOLOv3_TensorFlow	√	√	978
yolov3-tf2	√	√	943
tensorflow-yolo-v3	√	x	687
YOLOv3-tensorflow	√	√	276

PyTorch

Project	Infernece	Train	star
PyTorch-YOLOv3	√	√	3316
yolov3	√	√	3121
pytorch-yolo-v3	√	x	2400
YOLO_v3_tutorial_from_scratch	√	x	1568
ObjectDetection-OneStageDet	√	√	1531
YOLOv3_PyTorch	√	√	463
PyTorch_YOLOv3	√	√	280

Keras

Project	Infernece	Train	Star
keras-yolo3	√	√	4916
YOLOv3	√	x	517
keras-YOLOv3-mobilenet	√	√	427
keras-YOLOv3-model-set	√	√	53

Caffe

Project	Infernece	Train	Star
MobileNet-YOLO	√	√	601
caffe-yolov3	√	x	294
Caffe-YOLOv3-Windows	√	√	167

MXNet

Project	Infernece	Train	Star
gluoncv	√	√	3328

CVPR2024-Papers-with-Code

CVPR 2024 论文和开源项目合集

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

Deep-Learning-Interview-Book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

daily-paper-computer-vision

记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文

AI-Job-Notes

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

awesome-lane-detection

A paper list of lane detection.

ICCV2023-Papers-with-Code

ICCV 2023 论文和开源项目合集

ECCV2024-Papers-with-Code

ECCV 2024 论文和开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2024论文和开源项目

TensorFlow-From-Zero-To-One

TensorFlow 最佳学习资源大全（含课程、书籍、博客、公开课等内容）

Jupyter Notebook

CV-Company-List

中国提供计算机视觉(CV)算法岗位的公司名单，欢迎大家提交issues进行补充

PyTorch-From-Zero-To-One

PyTorch从入门到精通

awesome-ai-awesomeness

A curated list of awesome awesomeness about artificial intelligence

AI-Job-Recommend

国内公司人工智能方向（含机器学习、深度学习、计算机视觉和自然语言处理）岗位的招聘信息（含全职、实习和校招）

CVPR2019-Code

CVPR 2019 Paper with Code

AI-Job-Resume

AI 算法岗简历模板

machine-learning-yearning-cn

吴恩达《Machine Learning Yearning》的中英文版（更新中）：第1~第22章

opencv-facial-landmark-detection

使用OpenCV实现人脸关键点检测

daily-question

每日一题（涉及但不仅限于机器学习、深度学习和计算机视觉等方向）

coding-note

刷题笔记：LeetCode和剑指Offer等

awesome-image-stitching

详尽地介绍关于图像拼接的知识点

CVPR2021-Code

CVPR 2021 论文开源项目(paper with code)合集，同时欢迎各位大佬提交issue，分享CVPR 2021开源项目

Non-Maximum-Suppression

描述非极大值抑制（Non-Maximum-Suppression，NMS）

cpp-from-zero-to-one

Learning C++ from zero to one

awesome-data-label-tools

开源的标注工具大全（含2D图像/视频/3D点云等）

paper-note

记录精读的paper日记

Computer-Vision-Tasks-Survey

【CVer出品】旨在盘点最全面的计算机视觉方向

Python-From-Zero-to-One

零基础入门学Python

SIFT-GPU

A CUDA implementation of SIFT

Amusi-Note

AI-Resources

AI方向资料汇总，涵盖机器学习，深度学习，计算机视觉等方向

Learning_OpenCV

Learning OpenCV(C++/Python)

Deep-Learning-Note

深度学习的笔记

libjpeg-turbo-examples

libjpeg-turbo的简单实例（如打开图像、保存图像等）

amusi

awesome-image-stitching-code

The program is about image's sticthing

SLAM-From-Zero-To-One

从理论到实践来学习SLAM

Merry_Christmas_Hat

Wear a christmas hat

Machine-Learning-with-Python

Machine-Learning-with-Python follow sentdex

amusi.github.io

the homepage of Amusi

TensorFlow_Practice

TensorFlow 实战Google深度学习框架

python-numpy-tutorial-ch

简单的Python-Numpy入门教程