etl

Japanese Character Classification

input

Ailia input shape: (1, 1, 28, 28)
Range: [0, 1]

output

3189 character

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 blazeface.py 

+ idx=0
0
3151
  category=0[ あ
 ]
  prob=0.9986122846603394
+ idx=1
4
3151
  category=4[ お
 ]
  prob=0.0010359695879742503
+ idx=2
59
3151
  category=59[ め
 ]
  prob=0.0003514652489684522

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

$ python3 etl.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 etl.py --video VIDEO_PATH

Dataset

ETL Dataset

Framework

Keras

Model Format

CaffeModel

Netron

etl_BINARY_squeezenet128_20.prototxt