image_recognition

Image Recognition Server

Image Recognition is a server written in Python which uses Python ImageAI module. After you install and run it, you can send a POST request with a image file you want to recognize and get JSON response. You can test the server using built-in HTML form.

This program requires:

• Python 3.*
• pip3

Install

Install all ImageAI dependencies

Tensorflow

pip3 install --upgrade tensorflow

Numpy

pip3 install numpy

SciPy

pip3 install scipy

OpenCV

pip3 install opencv-python

Matplotlib

pip3 install matplotlib

h5py

pip3 install h5py

Keras

pip3 install keras

Install the special library for ImageAI

pip3 install https://github.com/OlafenwaMoses/ImageAI/releases/download/2.0.2/imageai-2.0.2-py3-none-any.whl 

Install ImageRecognitionServer

git clone https://github.com/alkhachatryan/image_recognition.git
cd image_recognition
chmod +x server.py

Run the server

 ./server.py
 # starting server...
 # running server on http://127.0.0.1:8081...
 
  # Send Image with 'file' key to this address and get JSON back

References

OlafenwaMoses/ImageAI https://github.com/OlafenwaMoses/ImageAI

License

https://github.com/alkhachatryan/image_recognition/blob/master/LICENSE