You Only Look
YOLO v1 论文深度解读
@尤鱼哥
· 基础回顾
· Training
· Predicting
· Non-max Suppression
· Darknet native on Windows
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1.Review
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模型对比
YOLO训练和检测均是在一个单独网络中进行。
YOLO没有显示地求取region proposal的过程。
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基本思路
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2.Training
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Обзор от
deepsystems.io
YOLO
You Only Look Once: Unified, Real-Time Object Detection
Joseph Redmon, Santosh Divvala, Ross Girshick, Ali Farhadi
Inference
GoogLeNet
modification
(20 layers)
Input
image
448x448x3
C,R
C,R
C,R
C,R
FC,R
FC
Reshape
14x14x1024
14x14x1024
14x14x1024
7x7x1024
7x7x1024
7x7x30
4096x1
1470x1
deepsystems.io
7
Inference
GoogLeNet
modification
(20 layers)
Input
image
448x448x3
C,R
C,R
C,R
C,R
FC,R
FC
Reshape
14x14x1024
14x14x1024
14x14x1024
7x7x1024
7x7x1024
7x7x30
4096x1
1470x1
Detection Procedure
deepsystems.io
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