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yolo1's Introduction

yolo是one-stage的目标检测算法

yolov1阅读笔记

yolov1源码解析

(源码参考:https://github.com/hizhangp/yolo_tensorflowhttps://github.com/xiaohu2015/DeepLearning_tutorials/tree/master/ObjectDetections/yolo)

YOLO_tensorflow

1、包括训练部分和测试部分

  1. Download Pascal VOC dataset , and put in :./data/pascal_voc/

  2. Download YOLO_small weight file and put it in ./data/weight/

  3. Modify configuration in yolo/config.py

  4. Training train.py

  5. Test predict.py

Requirements

  1. Tensorflow

  2. OpenCV

参考资料:

1、paper

2、论文翻译

3、yolo详解

4、视频讲解 ppt

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