AutoML for Images with Azure ML

AutoML is an Azure Machine Learning feature, that empowers both professional and citizen data scientists to build machine learning models rapidly. Since its launch, AutoML has helped accelerate model building for essential machine learning tasks like Classification, Regression and Time-series Forecasting.

With the preview of AutoML for Images, there will be added support for Vision tasks. Data scientists will be able to easily generate models trained on image data for scenarios like Image Classification (multi-class, multi-label), Object Detection and Instance Segmentation.

AutoML for Images is currently in Public Preview.

Documentation: https://docs.microsoft.com/en-us/azure/machine-learning/how-to-auto-train-image-models

14-Oct-2021

Serge Retkowsky | serge.retkowsky@microsoft.com | https://www.linkedin.com/in/serger/

Some snapshots:

Note: All these Python notebooks were made for demo purposes. They were not designed for production usage. This feature is currently in public preview. This preview version is provided without a service-level agreement. Certain features might not be supported or might have constrained capabilities. For more information, see Supplemental Terms of Use for Microsoft Azure Previews. https://azure.microsoft.com/en-us/support/legal/preview-supplemental-terms/

Name		Name	Last commit message	Last commit date
Latest commit History 424 Commits
images		images
AutoML for Images Apples (Image Classification).ipynb		AutoML for Images Apples (Image Classification).ipynb
AutoML for Images BarCode Object Detection.ipynb		AutoML for Images BarCode Object Detection.ipynb
AutoML for Images Birds (Image Classification).ipynb		AutoML for Images Birds (Image Classification).ipynb
AutoML for Images Car Licence Plate Object Detection.ipynb		AutoML for Images Car Licence Plate Object Detection.ipynb
AutoML for Images Cars (Image Classification).ipynb		AutoML for Images Cars (Image Classification).ipynb
AutoML for Images Cracks Object Detection.ipynb		AutoML for Images Cracks Object Detection.ipynb
AutoML for Images Distracted Drivers (Image Classification).ipynb		AutoML for Images Distracted Drivers (Image Classification).ipynb
AutoML for Images Drinks Instance Segmentation.ipynb		AutoML for Images Drinks Instance Segmentation.ipynb
AutoML for Images Drinks Object Detection.ipynb		AutoML for Images Drinks Object Detection.ipynb
AutoML for Images Fire Detection (Image Classification).ipynb		AutoML for Images Fire Detection (Image Classification).ipynb
AutoML for Images Hard Hat Object Detection.ipynb		AutoML for Images Hard Hat Object Detection.ipynb
AutoML for Images Hololens Object Detection.ipynb		AutoML for Images Hololens Object Detection.ipynb
AutoML for Images Iris (Image Classification).ipynb		AutoML for Images Iris (Image Classification).ipynb
AutoML for Images Jobs Classifier (Image Classification).ipynb		AutoML for Images Jobs Classifier (Image Classification).ipynb
AutoML for Images Mask Detection (Image Classification).ipynb		AutoML for Images Mask Detection (Image Classification).ipynb
AutoML for Images Mask Object Detection.ipynb		AutoML for Images Mask Object Detection.ipynb
AutoML for Images Metal Quality Control Object Detection.ipynb		AutoML for Images Metal Quality Control Object Detection.ipynb
AutoML for Images Paintings (Image Classification).ipynb		AutoML for Images Paintings (Image Classification).ipynb
AutoML for Images Parkinson Detection (Image Classification).ipynb		AutoML for Images Parkinson Detection (Image Classification).ipynb
AutoML for Images Pneumonia detection (Image Classification).ipynb		AutoML for Images Pneumonia detection (Image Classification).ipynb
AutoML for Images PotHole (Image Classification).ipynb		AutoML for Images PotHole (Image Classification).ipynb
AutoML for Images Quality Control.ipynb		AutoML for Images Quality Control.ipynb
AutoML for Images Retail (Image Classification).ipynb		AutoML for Images Retail (Image Classification).ipynb
AutoML for Images Sentiment Analytics (Image Classification).ipynb		AutoML for Images Sentiment Analytics (Image Classification).ipynb
AutoML for Images Skin Cancer (Image Classification).ipynb		AutoML for Images Skin Cancer (Image Classification).ipynb
AutoML for Images Smokers Detection (Image Classification).ipynb		AutoML for Images Smokers Detection (Image Classification).ipynb
AutoML for Images Sodas Detection (Image Classification).ipynb		AutoML for Images Sodas Detection (Image Classification).ipynb
AutoML for Images Traffic Lights.ipynb		AutoML for Images Traffic Lights.ipynb
AutoML for Images Tropical Fish Detection.ipynb		AutoML for Images Tropical Fish Detection.ipynb
AutoML for Images Water Meter Object Detection.ipynb		AutoML for Images Water Meter Object Detection.ipynb
AutoML for Images Whales Detection.ipynb		AutoML for Images Whales Detection.ipynb
Calling CV model for Licence Plate.ipynb		Calling CV model for Licence Plate.ipynb
Calling Instance Segmentation CV model.ipynb		Calling Instance Segmentation CV model.ipynb
Instance Segmentation demo to detect cans.ipynb		Instance Segmentation demo to detect cans.ipynb
README.md		README.md
compteur.jpg		compteur.jpg
testlight1.jpg		testlight1.jpg
testlight2.jpg		testlight2.jpg
testlight4.jpg		testlight4.jpg
testlight5.jpg		testlight5.jpg
testlight6.jpg		testlight6.jpg
testlight7.jpg		testlight7.jpg

retkowsky/AutoMLforImages

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AutoML for Images with Azure ML

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