deeplabv3plus

DeepLabv3+

Input

Ailia input shape: (256, 256, 3) RGB order Range: [0, 255] 8-bit unsigned integer

Output

Usage

Automatically downloads the tflite file on the first run. It is necessary to be connected to the Internet while downloading.

For the sample image,

$ python3 deeplabv3plus.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 deeplabv3plus.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 deeplabv3plus.py --video VIDEO_PATH --savepath SAVE_VIDEO_PATH

Reference

PINTO_model_zoo

Framework

TensorFlow 2.4.1, 1.15

Netron

• deeplab_v3_plus_mnv2_decoder_256_integer_quant.tflite
• deeplab_v3_plus_mnv2_decoder_256.tflite