Imageai installation

1. In order to avoid detours, you must check the information on the official website , The official website is updated , Don't read the content of some bloggers ： The blogger may have installed it successfully , But some information updates , Possible after installation , There is an error

​​​​​​ImageAI Official English document ！— ImageAI 2.1.6 file

Install image AI

ImageAI You are required to install Python 3.7.6 And other things Python Libraries and frameworks . In the installation image AI  Before , The following dependencies must be installed .

• Python 3.7.6 ,  download Python

• pip ,  download PyPi

• Tensor flow  2.4.0

  pip install tensorflow==2.4.0
  

or  Tensorflow-GPU（ If you have installed CUDA and cuDNN Of NVIDIA GPU）

pip install tensorflow-gpu==2.4.0

• Other dependencies

  pip install keras==2.4.3 numpy==1.19.3 pillow==7.0.0 scipy==1.4.1 h5py==2.10.0 matplotlib==3.3.2 opencv-python keras-resnet==0.2.0
  

• Images AI

  pip install imageai --upgrade
  

install ImageAI after , You can start running very few lines of code to perform very powerful computer vision tasks , As shown below .

2、 After the installation , test , Image recognition succeeded , Very happy .

3、 When doing another project , In the load

detector.loadModel()

Error message ：

Unknown layer: NonMaximumSuppression

There is another thing Class “”“” I can't remember . Finally, find information and forums

It's the following one ：

resnet50_coco_best_v2.0.1.h5

Download a new version of resnet50_coco_best_v2.1.0.h5 It's settled.

detector.setModelPath( os.path.join(execution_path , "resnet50_coco_best_v2.1.0.h5"))

I also solved , And the recognition is successful ！

This document is mainly used as a backup , Easy to install later