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yolo-reproduce-summary's Introduction

YOLO-Reproduce-Summary

YOLOv4

YOLO reproduce summary (now based on YOLOv4)

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

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

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

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