amusi/YOLO-Reproduce-Summary

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