PythonImageAnalysis

Image analysis and Object detection using python and imageai

Set up

Download the following packages using pip

1. Tensorflow
2. Opencv
3. Keras
4. imageai

Download any of the following pre-trained models and put them in your working directory

• yolo.h5
• RetinaNet
• TinyYOLO

Using the image object detection method

Read the code. It doesn't need any specific explanation.

The detected object will be marked with a green box and will be stored as an image in the location specified for output.

All the objects detected will be stored in a data structure called detections.

You can detect up to 80 commonly found objects using the code.

For a more detailed explanation, go to the official imageai documentation.