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
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
Acknowledgments
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