yolo_tensorflow
所属分类：人工智能/神经网络/深度学习
开发工具：Python
文件大小：286KB
下载次数：18
上传日期：2018-09-25 16:39:00
上 传 者：
mooc_h
说明： 基于YOLO的目标检测, 对十种物体进行识别和定位。
(object detection based on YOLO, perform recognition and location to ten types of objects.)
文件列表:
yolo_tensorflow (0, 2018-08-29)
... ...
## YOLO_tensorflow
Tensorflow implementation of [YOLO](https://arxiv.org/pdf/1506.02***0.pdf), including training and test phase.
### Installation
1. Clone yolo_tensorflow repository
```Shell
$ git clone https://github.com/hizhangp/yolo_tensorflow.git
$ cd yolo_tensorflow
```
2. Download Pascal VOC dataset, and create correct directories
```Shell
$ ./download_data.sh
```
3. Download [YOLO_small](https://drive.google.com/file/d/0B5aC8pI-akZUNVFZMmhmcVRpbTA/view?usp=sharing)
weight file and put it in `data/weight`
4. Modify configuration in `yolo/config.py`
5. Training
```Shell
$ python train.py
```
6. Test
```Shell
$ python test.py
```
### Requirements
1. Tensorflow
2. OpenCV
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