Add Notebook for Fine-Tuning Semantic Segmentation Models and Using the Inference API

[sergiopaniego]

What does this PR do?

Fixes #200.

This notebook includes:

• Fine-Tuning a Semantic Segmentation Model: Demonstrates how to fine-tune a semantic segmentation model on a custom dataset.
• Usage via the Inference API: Shows how to use the model with the Hugging Face Inference API.
• Extra Point: Includes a demonstration of deploying the model using an HF Space 😄.

Who can review?

@merveenoyan and @stevhliu.

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stevhliu commented on 2024-09-24T16:15:27Z
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No need to put "Example use-case:..." in code format I think.

Maybe also move the model image under the first paragraph so users have more context about what they're looking at.

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stevhliu commented on 2024-09-24T16:15:28Z
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Also no need to use code formatting here. It should be reserved for code related stuff only :)

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stevhliu commented on 2024-09-24T16:17:35Z
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Maybe don't print and show the results here as it is causing the doc builder some issues 😅

[sergiopaniego]

Thanks for the review @stevhliu 😃
I've updated the notebook based on the comments!

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stevhliu commented on 2024-09-25T16:41:06Z
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This is also causing some issues with the doc-builder

[stevhliu]

One more comment and then we should be ready to merge!

[sergiopaniego]

Ready @stevhliu! I hope this time works 🤞

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