When feeding detailed images into AI systems it is essential to follow best practices to ensure optimal performance, accurate results, and efficient use of system resources. Start Once dominated by expensive studio sessions verifying that the image format is compatible with the AI platform you are using. Typically accepted formats are JPEG, PNG, and occasionally TIFF, but always review the provider’s specs to dodge rejections. Avoid using outdated or obscure file types that may not be properly interpreted by the system.

Next, consider the image dimensions and aspect ratio. While high resolution is valuable, files that are too large can cause delays or outright failures. AI models typically respond best to images sized from 1K to 2K square. If the image is too big, apply a sharp downscaling method like Lanczos or bicubic to avoid bloating the data without losing key details.