Update main.py

[expanse88]

Summary of the Change:
The evaluate_model.py script introduces functionality to evaluate image generation models by computing two critical metrics: Frechet Inception Distance (FID) and Learned Perceptual Image Patch Similarity (LPIPS). These metrics are used to measure the quality of generated images compared to real images, making the evaluation of image synthesis models more efficient.

• [ ✔️] New feature (non-breaking change which adds functionality)
• [✔️ ] Breaking change (fix or feature that would cause existing functionality to not work as expected)

Checklist:

• [✔️ ] My code follows the style guidelines of this project
• [ ✔️] I have performed a self-review of my own code
• [✔️ ] I have commented my code, particularly in hard-to-understand areas
• [✔️ ] I have made corresponding changes to the documentation
• [ ✔️] My changes generate no new warnings
• [✔️ ] New and existing unit tests pass locally with my changes

Screenshots (if applicable)

Additional Information

• Name:Harshit
• Email:[email protected]
• Roll No:24161013
• Branch:Electrical and Cse

[sohambuilds]

update main,py to calculate FID and LPIPS scores after image generation