feat(genai): sample for virtual try on #13539
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Summary of Changes
Hello @katiemn, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!
I've introduced a new sample for the Gen AI SDK that demonstrates virtual try-on functionality. This allows users to input an image of a person and an item of clothing, and the model will generate a new image of that person wearing the specified clothing.
Highlights
- New Virtual Try-On Sample: Added a new Python script imggen_virtual_try_on_with_txt_img.py which provides a sample implementation for the virtual try-on feature using the recontext_image model. This sample takes a person's image and a product image (e.g., clothing) and generates an image of the person wearing the product.
- Dependency Update: Updated the google-genai library dependency from version 1.27.0 to 1.29.0 in requirements.txt to ensure compatibility and access to the latest features.
- New Test Case: Included a new test function test_img_virtual_try_on in test_image_generation.py to verify the correct functionality of the newly added virtual try-on sample.
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Code Review
This pull request introduces a new GenAI SDK sample for virtual try-on. The implementation is straightforward, but I've suggested a refactoring to improve the sample's reusability by parameterizing the input file paths instead of hardcoding them. I've also provided a corresponding update for the new test, which includes adding a cleanup step for the generated image file to ensure the test is self-contained and doesn't leave artifacts.
Description
Create a new Gen AI SDK sample for virtual try on where you specify an image of a person and an item of clothing and the model generates a new image of that person wearing that piece