inceptionv4

InceptionV4

Input

Ailia input shape: (1,3,299,299) Range: [0.0, 255.0]

Output

class_count=3
+ idx=0
  category=410[analog clock ]
  prob=0.7630504965782166
+ idx=1
  category=893[wall clock ]
  prob=0.11131250858306885
+ idx=2
  category=531[digital clock ]
  prob=0.0013923249207437038

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 inceptionv4.py

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

$ python3 inceptionv4.py --input 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 inceptionv4.py --video VIDEO_PATH

Reference

Keras Inception-V4

Model Format

ONNX opset = 11

Framework

Keras

Netron

inceptionv4.onnx.prototxt