FlowerDetect_tensorflow

How to train and verify flowers by using CNN based on tensorflow?

Introduction

• Help to study Tensorflow CNN, and realize a sample about flowers data.

Requirements

• Python
• NumPy
• Tensorflow

Usage

• Scripts

git clone --recursive https://github.com/avBuffer/FlowerDetect_tensorflow.git

• Read get_flower_data.txt and the get flowers data
  • Download site: http://download.tensorflow.org/example_images/flower_photos.tgz
  • Unzip flower_photos.tgz and move to data folder

cd FlowerDetect_tensorflow/data
tar -zxvf flower_photos.tgz 
mv flower_photos data/flowers

• Train and detect flowers

cd FlowerDetect_tensorflow/src
python flower_train.py
python flower_detect.py

• Also import the project into Eclipse, such as "File->Import->General/Existing Projects into Workspace". But you should install PyDev in Eclipse.

Issues

• If you have any idea or issues, please keep me informed.
• My Email: jalymo at 126.com, and my QQ/Wechat: 345238818

Wechat&QQ group

• I setup VoAI Wechat group, which discusses AI/DL/ML/NLP.
• VoAI means Voice of AI, Vision of AI, Visualization of AI etc.
• Also you can joint QQ group ID: 183669028

Any comments or issues are also welcomed.Thanks!