Agent skill

ai-product-photography

Generate professional AI product photography and commercial images. Models: FLUX, Imagen 3, Grok, Seedream for product shots, lifestyle images, mockups. Capabilities: studio lighting, lifestyle scenes, packaging, e-commerce photos. Use for: e-commerce, Amazon listings, Shopify, marketing, advertising, mockups. Triggers: product photography, product shot, commercial photography, e-commerce images, amazon product photo, shopify images, product mockup, studio product shot, lifestyle product image, advertising photo, packshot, product render, product image ai

View SKILL.md on GitHub Repository
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Install this agent skill to your Project

npx add-skill https://github.com/inference-sh/skills/tree/main/guides/photo/ai-product-photography

SKILL.md

AI Product Photography

Generate professional product photography via inference.sh CLI.

AI Product Photography

Quick Start

Requires inference.sh CLI (infsh). Install instructions

bash
infsh login

# Generate product shot
infsh app run falai/flux-dev --input '{
  "prompt": "Professional product photo of wireless earbuds on white surface, soft studio lighting, commercial photography, high detail"
}'

Available Models

Model App ID Best For
FLUX Dev falai/flux-dev High quality, detailed
FLUX Schnell falai/flux-schnell Fast iterations
Imagen 3 google/imagen-3 Photorealistic
Grok xai/grok-imagine-image Creative variations
Seedream bytedance/seedream-3-0 Commercial quality

Product Photography Styles

Studio White Background

bash
infsh app run falai/flux-dev --input '{
  "prompt": "Product photography of a luxury watch on pure white background, professional studio lighting, sharp focus, e-commerce style, high resolution"
}'

Lifestyle Context

bash
infsh app run falai/flux-dev --input '{
  "prompt": "Lifestyle product photo of coffee mug on wooden desk, morning sunlight through window, cozy home office setting, Instagram aesthetic"
}'

Hero Shot

bash
infsh app run falai/flux-dev --input '{
  "prompt": "Hero product shot of smartphone floating at angle, dramatic lighting, gradient background, tech advertising style, premium feel"
}'

Flat Lay

bash
infsh app run falai/flux-dev --input '{
  "prompt": "Flat lay product photography of skincare products arranged aesthetically, marble surface, eucalyptus leaves as props, beauty brand style"
}'

In-Use / Action

bash
infsh app run falai/flux-dev --input '{
  "prompt": "Action shot of running shoes mid-stride, motion blur background, athletic lifestyle, Nike advertisement style"
}'

Product Categories

Electronics

bash
infsh app run falai/flux-dev --input '{
  "prompt": "Professional product photo of wireless headphones, matte black finish, floating on dark gradient background, rim lighting, tech product photography"
}'

Fashion / Apparel

bash
infsh app run falai/flux-dev --input '{
  "prompt": "Fashion product photography of leather handbag, studio setting, soft shadows, luxury brand aesthetic, Vogue style"
}'

Beauty / Cosmetics

bash
infsh app run falai/flux-dev --input '{
  "prompt": "Beauty product photography of lipstick with color swatches, clean white background, soft lighting, high-end cosmetics advertising"
}'

Food & Beverage

bash
infsh app run falai/flux-dev --input '{
  "prompt": "Food photography of craft beer bottle with condensation, rustic wooden table, warm lighting, artisanal brand aesthetic"
}'

Home & Furniture

bash
infsh app run falai/flux-dev --input '{
  "prompt": "Interior product photo of modern armchair in minimalist living room, natural lighting, Scandinavian design style, lifestyle context"
}'

Jewelry

bash
infsh app run falai/flux-dev --input '{
  "prompt": "Jewelry product photography of diamond ring, black velvet surface, dramatic spotlight, sparkle and reflection, luxury advertising"
}'

Lighting Techniques

Soft Studio Light

bash
infsh app run falai/flux-dev --input '{
  "prompt": "Product photo with soft diffused studio lighting, minimal shadows, clean and professional, commercial photography"
}'

Dramatic / Rim Light

bash
infsh app run falai/flux-dev --input '{
  "prompt": "Product photo with dramatic rim lighting, dark background, glowing edges, premium tech aesthetic"
}'

Natural Window Light

bash
infsh app run falai/flux-dev --input '{
  "prompt": "Product photo with natural window light, soft shadows, lifestyle setting, warm and inviting"
}'

Hard Light / High Contrast

bash
infsh app run falai/flux-dev --input '{
  "prompt": "Product photo with hard directional lighting, strong shadows, bold contrast, editorial style"
}'

E-Commerce Templates

Amazon Main Image

bash
infsh app run falai/flux-dev --input '{
  "prompt": "Amazon product listing main image, pure white background RGB 255 255 255, product fills 85% of frame, professional studio lighting, no text or graphics"
}'

Amazon Lifestyle Image

bash
infsh app run falai/flux-dev --input '{
  "prompt": "Amazon lifestyle product image, product in natural use context, relatable setting, shows scale and use case"
}'

Shopify Hero

bash
infsh app run falai/flux-dev --input '{
  "prompt": "Shopify hero banner product image, lifestyle context, space for text overlay on left, premium brand aesthetic"
}'

Batch Generation

bash
# Generate multiple angles
PRODUCT="luxury watch"
ANGLES=("front view" "45 degree angle" "side profile" "detail shot of face")

for angle in "${ANGLES[@]}"; do
  infsh app run falai/flux-dev --input "{
    \"prompt\": \"Professional product photography of $PRODUCT, $angle, white background, studio lighting\"
  }" > "product_${angle// /_}.json"
done

Post-Processing Workflow

bash
# 1. Generate base product image
infsh app run falai/flux-dev --input '{
  "prompt": "Product photo of headphones..."
}' > product.json

# 2. Upscale for high resolution
infsh app run falai/topaz-image-upscaler --input '{
  "image_url": "<product-url>",
  "scale": 2
}' > upscaled.json

# 3. Remove background if needed
infsh app run falai/birefnet --input '{
  "image_url": "<upscaled-url>"
}' > cutout.json

Prompt Formula

[Product Type] + [Setting/Background] + [Lighting] + [Style] + [Technical]

Examples

"Wireless earbuds on white marble surface, soft studio lighting, Apple advertising style, 8K, sharp focus"

"Sneakers floating on gradient background, dramatic rim lighting, Nike campaign aesthetic, commercial photography"

"Skincare bottle with water droplets, spa setting with stones, natural lighting, luxury beauty brand style"

Best Practices

  1. Consistent style - Match brand aesthetic across all images
  2. High resolution - Use quality models, upscale if needed
  3. Multiple angles - Generate front, side, detail views
  4. Context matters - Lifestyle images convert better than plain white
  5. Props and staging - Add relevant props for visual interest
  6. Lighting consistency - Same lighting style across product line

Related Skills

bash
# Image generation models
npx skills add inference-sh/skills@ai-image-generation

# FLUX specific
npx skills add inference-sh/skills@flux-image

# Image upscaling
npx skills add inference-sh/skills@image-upscaling

# Background removal
npx skills add inference-sh/skills@background-removal

# Full platform skill
npx skills add inference-sh/skills@infsh-cli

Browse all image apps: infsh app list --category image

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