Learn how to prepare and optimize your product images for the best AI generation results. From photography tips to file requirements, get your images generation-ready.
In AI fashion generation, your product image is the foundation of everything. The AI analyzes your image to understand the garment's texture, color, shape, and details, then recreates it on the generated model. Higher quality input images directly translate to higher quality outputs — there is no shortcut around this.
Think of it this way: if you give a professional photographer a wrinkled, poorly lit garment, the final photos will suffer. The same principle applies to AI generation.
Natural daylight or soft studio lighting works best. Avoid harsh shadows, mixed color temperatures, and direct flash. The goal is to capture the true colors and textures of your garment without distortion.
White or light gray backgrounds work best for AI processing. The AI needs to clearly distinguish the product from the background. Avoid busy patterns, strong colors, or cluttered backgrounds.
Lay the garment flat, hang it on a hanger, or use a mannequin. Make sure the entire product is visible — no cropping of sleeves, hems, or collars. The AI needs to see the complete item to recreate it accurately.
Iron or steam the garment to remove wrinkles. Ensure buttons are done up, zippers are positioned correctly, and the fabric falls naturally. Small details matter in AI generation.
Recommended Image Specifications
Format: JPG, PNG, or WebP. Resolution: Minimum 1024x1024 pixels (2048x2048 recommended). File size: Under 10MB. Color space: sRGB. Aspect ratio: 1:1 or 3:4 works best.
Low Resolution Images
If your image is below 1024px, the AI has to upscale it first, which can introduce artifacts. Always start with the highest resolution available.
Busy Backgrounds
Patterned or colorful backgrounds confuse the AI about what is the product and what is the background. If you cannot reshoot, use a free background remover tool before uploading.
Multiple Angles
While a single front-facing image works, having additional angles helps you generate more diverse content. Front, back, and detail shots give you the most creative flexibility.
Garbage in, garbage out. Invest time in your product photography and the AI will reward you with stunning results.
— Fittins AI Team