Thread by Sasi Sekaran: How to train an image classification model with 0 code? Azure Custom Vision is just for that /๐งต/
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- Jan 23, 2023
- #ComputerScience #MachineLearning
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How to train an image classification model with 0 code?
Azure Custom Vision is just for that
/๐งต/
Azure Custom Vision is just for that
/๐งต/
1/ Setting up
With an active Azure subscription, create a Custom Vision Resource
After that create a Custom Vision Project in the Custom Vision Portal
In our case, we are going to classify pet animals
With an active Azure subscription, create a Custom Vision Resource
After that create a Custom Vision Project in the Custom Vision Portal
In our case, we are going to classify pet animals
2/ Adding images
Upload the images of the pet animals
Label the images, in our case as Cat, Dog, and Rabbit.
Proceed to quick train the model for our classifier
Upload the images of the pet animals
Label the images, in our case as Cat, Dog, and Rabbit.
Proceed to quick train the model for our classifier
3/ Training the model
The model training should take a few minutes
When the model iteration was done in the previous step it should provide the Precision, Recall, and AP performance metrics
These should all be high to have a model with high precision
The model training should take a few minutes
When the model iteration was done in the previous step it should provide the Precision, Recall, and AP performance metrics
These should all be high to have a model with high precision
4/ Test the model
Above the performance metrics, click on the quick test
Upload another image of a cat apart from the trained images
The probability for cat should be the highest
Proceed to publish the model
Above the performance metrics, click on the quick test
Upload another image of a cat apart from the trained images
The probability for cat should be the highest
Proceed to publish the model
5/ Configure and run
Now come back to the Azure portal
Now you can use the model as an application by running it in the cloud shell
Simple, without any code, with the power of Azure you can build such an Image classification model!
Now come back to the Azure portal
Now you can use the model as an application by running it in the cloud shell
Simple, without any code, with the power of Azure you can build such an Image classification model!
That's a wrap!
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2. RT the tweet below to share this thread with your audience
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- Mar 23, 2023
Great share! Azure's ML workspace is also worth checking out! Lets you do everything from data labelling, to training and deployment in a seamless manner.