4.0.0 | Replace Swin2SR w/ Real-ESRGAN #77
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…r FreeStream project added: - realesrgan as dependency updated files: - poetry.lock - pyproject.toml - .gitignore
Integrate Real-ESRGAN model for image upscaling, replacing the previous Image Upscaler. This commit also includes changes to the UI, allowing users to select different upscaling factors and providing improved error handling. The new model offers better performance and quality in image upscaling.
Refactored the image upscaling functionality to improve modularity and maintainability. Moved the image upscaling logic from `image_upscaler.py` to `utility_funcs.py`, consolidating the code and ensuring consistent access to Real-ESRGAN's model weights. Additionally, updated the upscaling process to provide better user feedback through Streamlit components.
Refactored Real-ESRGAN.py and utility_funcs.py by cleaning up comments, adding type hints, removing redundant code, and improving error handling.
Daethyra
added
enhancement
Updated the Real-ESRGAN page to reflect limitations due to lack of GPU support on Streamlit Community Cloud. Added a notice about potential crashes when upscaling large images or using high scale factors.
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