age-gender-recognition-retail

age-gender-recognition

Input

(Image from https://github.com/openvinotoolkit/open_model_zoo/blob/master/models/intel/age-gender-recognition-retail-0013/assets/age-gender-recognition-retail-0001.jpg)

Shape: (1, 62, 62, 3) BGR channel order

Output

• Estimating gender and age

### Estimating gender and age ###
gender is: Female (98.75)
age is: 25

Usage

Automatically downloads the onnx and prototxt files on the first run. It is necessary to be connected to the Internet while downloading.

For the sample image,

$ python3 age-gender-recognition-retail.py 

If you want to specify the input image, put the image path after the --input option.

$ python3 age-gender-recognition-retail.py --input IMAGE_PATH

If you want to perform face detection in preprocessing, use the --detection option.

$ python3 age-gender-recognition-retail.py --input IMAGE_PATH --detection

By adding the --video option, you can input the video.
If you pass 0 as an argument to VIDEO_PATH, you can use the webcam input instead of the video file.
You can use --savepath option to specify the output file to save.

$ python3 age-gender-recognition-retail.py --video VIDEO_PATH --savepath SAVE_VIDEO_PATH

Reference

• OpenVINO - Open Model Zoo repository - age-gender-recognition-retail-0013
• OpenVINO - age-gender-recognition-retail-0013

Framework

OpenVINO

Model Format

ONNX opset = 11

Netron

age-gender-recognition-retail-0013.onnx.prototxt