Correcting Image Orientation Using Convolutional Neural Networks : Adding final operationalisation touch

A subway platform shot using Dutch angle — https://en.wikipedia.org/wiki/Dutch_angle

Preamble

Model training

git clone https://github.com/ylashin/RotNet.git
cd ./RotNet
python ./train/train_street_view.py
stat -c "%y %s %n" *

Hosting using Azure Machine Learning Service

az storage blob upload --container-name PUBLIC_CONTAINER_NAME --file ./rotnet_street_view_resnet50.onnx --name rotnet_street_view_resnet50.onnx
print(image.image_build_log_uri)

Conclusion

Resources:

Yousry is a senior engineer working for Telstra Purple. He is very passionate about all things data including Big Data, Machine Learning and AI.