https://github.com/retkowsky/azure_automlforimages_learn
Learning Azure AutoML for Images
https://github.com/retkowsky/azure_automlforimages_learn
automl azure azureml computer-vision
Last synced: 2 months ago
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Learning Azure AutoML for Images
- Host: GitHub
- URL: https://github.com/retkowsky/azure_automlforimages_learn
- Owner: retkowsky
- Created: 2022-06-14T15:15:08.000Z (about 4 years ago)
- Default Branch: main
- Last Pushed: 2023-01-11T16:06:58.000Z (over 3 years ago)
- Last Synced: 2025-04-02T12:37:52.220Z (over 1 year ago)
- Topics: automl, azure, azureml, computer-vision
- Language: Jupyter Notebook
- Homepage:
- Size: 51.5 MB
- Stars: 1
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Learning Azure AutoML for Images
## 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.**
There is as well some **Computer Vision algorithms available with AutoML for Images.**
You can find here some **Python notebooks templates** you can use for your computer vision projects with Azure ML:
- [Image Classification](https://github.com/retkowsky/Azure_AutoMLforImages_Learn/tree/main/Image_Classification)
- [Object Detection](https://github.com/retkowsky/Azure_AutoMLforImages_Learn/tree/main/Object_Detection)
- [Instance Segmentation](https://github.com/retkowsky/Azure_AutoMLforImages_Learn/tree/main/Instance_Segmentation)
## Documentation
- What is AutoML for Images?
https://docs.microsoft.com/en-us/azure/machine-learning/concept-automated-ml#computer-vision-preview
- Algorithms
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-auto-train-image-models#supported-model-algorithms
- Tutorials
https://docs.microsoft.com/en-us/azure/machine-learning/v1/tutorial-auto-train-image-models-v1
- ONNX
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-inference-onnx-automl-image-models?tabs=multi-class
- How to use AutoML for Images?
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-use-automl-small-object-detect
https://docs.microsoft.com/en-us/azure/machine-learning/v1/how-to-auto-train-image-models-v1
- About Azure ML
https://azure.microsoft.com/en-us/services/machine-learning/
## Notes
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/
## Author
22-June-2022
Serge Retkowsky | serge.retkowsky@microsoft.com | https://www.linkedin.com/in/serger/