Photo quality coach

Check whether your cat photo is ready for a breed estimate.

This browser-first tool looks at brightness, sharpness, size, and crop shape before any AI generation step.

Browser-only prepPhotos are not stored by default

Choose or take one cat photoJPG, PNG, or WEBP. The local check runs before any server request.