Shape : (1, 3, 416, 416) Range : [0.0, 1.0]
- category : [no_mask, mask]
- probablity : [0.0,1.0]
- position : x, y, w, h [0,1]
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 face-mask-detection.py
If you want to specify the input image, put the image path after the --input
option.
You can use --savepath
option to change the name of the output file to save.
$ python3 face-mask-detection.py --input IMAGE_PATH --savepath SAVE_IMAGE_PATH
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.
$ python3 face-mask-detection.py --video VIDEO_PATH
By adding the -a mb2-ssd
option, you can use mobilenet-ssd version.
$ python3 face-mask-detection.py -a mb2-ssd
Keras 2.2.4
ONNX opset=10 (Obfuscated by ailia SDK)