ai-product-photography

Generate product photography images via inference.sh CLI using FLUX, Imagen 3, Grok, and Seedream models.

Updated Jul 28, 2026
One-click install
npx skills add https://github.com/Aadi-110i/PEP-PROJECT --skill ai-product-photography-aadi-110i
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ai-product-photography
Source: https://github.com/Aadi-110i/PEP-PROJECT/tree/main/skills/ai-product-photography
Command: npx skills add https://github.com/Aadi-110i/PEP-PROJECT --skill ai-product-photography-aadi-110i

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Creating professional product photography for e-commerce listings, marketing campaigns, and advertising traditionally requires expensive studio shoots, photographers, and post-production work. This Skill generates commercial-quality product images on demand through AI image generation models. ## Core Features & Use Cases - Multiple Generation Models: Access FLUX Dev, FLUX Schnell, Imagen 3, Grok, and Seedream through the inference.sh belt CLI for different quality and speed trade-offs. - Photography Style Templates: Pre-built prompt patterns for studio white background, lifestyle context, hero shots, flat lays, and action shots across product categories like electronics, fashion, beauty, food, and jewelry. - E-Commerce Ready Outputs: Templates for Amazon main images (pure white background), Amazon lifestyle images, and Shopify hero banners, plus batch generation of multiple angles and post-processing workflows with upscaling and background removal. - Use Case: An Amazon seller needs a main listing image and three lifestyle shots for a new water bottle. They run the provided belt app run commands with the Amazon templates to produce compliant images in minutes. ## Quick Start Ask the AI to generate a professional studio product photo of your item on a white background using the ai-product-photography skill.

Frequently Asked Questions about ai-product-photography

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate AI product photography for Amazon listings?

Run the belt CLI with falai/flux-dev and a prompt specifying a pure white background, product filling 85% of the frame, and studio lighting. The Skill provides a ready-made Amazon main image template matching Amazon's image requirements.

Which AI image model is best for product photography?

FLUX Dev offers high detail and quality, Imagen 3 produces photorealistic results, Seedream targets commercial quality, Grok handles creative variations, and FLUX Schnell is fastest for iterations. Choose based on your quality versus speed needs.

How do I install the belt CLI for image generation?

Install the inference.sh belt CLI following the official install instructions, then run belt login to authenticate. After login, use belt app run with a model app ID and JSON input containing your prompt.

Can I generate multiple product angles in one batch?

Yes, the Skill includes a bash loop example that iterates over angle descriptions like front view, 45 degree angle, and side profile, running belt app run for each and saving results to separate JSON files.

How do I upscale or remove backgrounds from generated product images?

Chain post-processing apps through the belt CLI: use falai/topaz-image-upscaler with a scale factor to increase resolution, then falai/birefnet to remove the background, passing each output image URL to the next step.