googlenet

GoogleNet

Input

Ailia input shape: (224, 224, 3)
Range : [0.0, 255.0]

Output

+ idx=0
  category=409[analog clock ]
  prob=11.58469009399414
  value=141
+ idx=1
  category=892[wall clock ]
  prob=10.812376976013184
  value=135
+ idx=2
  category=426[barometer ]
  prob=8.752877235412598
  value=119

Usage

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

For the sample image,

$ python3 googlenet.py

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

$ python3 googlenet.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 googlenet.py --video VIDEO_PATH

Reference

Going Deeper with Convolutions

GOOGLENET

Framework

TensorFlow 2.12.0

Netron

googlenet_float32.tflite

googlenet_quant_recalib.tflite