Table of Contents

ONNX

ONNX = Open Neural Network Exchange

Tutorials

Google Colaboratory - Example/Sigmoid
https://colab.research.google.com/drive/1UtkuWfNiflfZpg-JUHAPmb0LZ5EU_Xtd

Google Colaboratory - ModelZoo/VGG19
https://colab.research.google.com/drive/1AYm9547F09O8dFyng_9Qhx-eDNI2G1rY

Google Colaboratory - PyTorch+ONNX/SwinTransformer
https://colab.research.google.com/drive/1KHDqzMGlvm64F5GtqqFS7tIq9gn7z6sL

Results

ONNX Runtime Example - Sigmoid

https://onnxruntime.ai/docs/api/python/auto_examples/plot_load_and_predict.html

ONNX Model Zoo - VGG19

https://github.com/onnx/models/tree/main/vision/classification/vgg

366 n02480855 gorilla, Gorilla gorilla 103.39226
367 n02481823 chimpanzee, chimp, Pan troglodytes 75.984764
369 n02483708 siamang, Hylobates syndactylus, Symphalangus syndactylus 73.79678
371 n02486261 patas, hussar monkey, Erythrocebus patas 73.12336
368 n02483362 gibbon, Hylobates lar 70.68123

PyTorch+ONNX - SwinTransformer

https://pytorch.org/docs/stable/onnx.html

366 n02480855 gorilla, Gorilla gorilla 7.715928
741 n03998194 prayer rug, prayer mat 6.302113
367 n02481823 chimpanzee, chimp, Pan troglodytes 5.2681127
371 n02486261 patas, hussar monkey, Erythrocebus patas 4.407563
365 n02480495 orangutan, orang, orangutang, Pongo pygmaeus 3.6513

References

ONNX
https://onnx.ai/
https://github.com/onnx/onnx
https://github.com/onnx/models

ONNX Runtime
https://onnxruntime.ai/
https://onnxruntime.ai/docs/api/python/auto_examples/plot_load_and_predict.html

https://developer.mamezou-tech.com/blogs/2023/02/01/onnx-01/
https://qiita.com/studio_haneya/items/be9bc7c56af44b7c1e0a
https://qiita.com/nuka137/items/905dddfc62ba32357aa1