Product Photography

Create professional product images with AI via inference.sh CLI.

Quick Start

curl -fsSL https://cli.inference.sh | sh && infsh login

# Clean studio packshot
infsh app run bytedance/seedream-4-5 --input '{
  "prompt": "professional product photography, single premium wireless headphone on clean white background, soft studio lighting with subtle shadow, commercial e-commerce style, sharp focus, 4K quality",
  "size": "2K"
}'

Shot Types

1. Hero Shot (Primary Image)

The main image customers see first. Clean, focused, aspirational.

infsh app run bytedance/seedream-4-5 --input '{
  "prompt": "hero product shot, premium smartwatch floating at slight angle, clean gradient background transitioning from white to light grey, dramatic rim lighting, subtle reflection below, commercial photography, magazine quality, sharp details",
  "size": "2K"
}'

2. Packshot (E-Commerce White Background)

Amazon, Shopify, and most marketplaces require pure white backgrounds.

# Pure white background packshot
infsh app run bytedance/seedream-4-5 --input '{
  "prompt": "product packshot, leather wallet standing upright at slight angle on pure white background #FFFFFF, soft even studio lighting, no shadows, e-commerce product photography, Amazon listing style, clean sharp focus",
  "size": "2K"
}'

Amazon Requirements:

• Pure white background (RGB 255, 255, 255)
• Product fills 85%+ of frame
• No props, text, logos, or watermarks
• Minimum 1000px on longest side (1600px+ recommended for zoom)
• JPEG or PNG, sRGB color

3. Lifestyle Shot

Product in context — shows how it's used or where it belongs.

infsh app run bytedance/seedream-4-5 --input '{
  "prompt": "lifestyle product photography, premium coffee mug on rustic wooden table beside an open book and reading glasses, morning sunlight streaming through window, cozy home atmosphere, shallow depth of field, warm tones, editorial style",
  "size": "2K"
}'

4. Scale Shot

Shows product size relative to familiar objects or human hands.

infsh app run falai/flux-dev-lora --input '{
  "prompt": "product scale photography, compact portable speaker held in one hand, person showing how small and portable it is, clean blurred background, natural lighting, lifestyle tech photography",
  "width": 1024,
  "height": 1024
}'

5. Detail / Close-Up Shot

Highlights texture, material quality, or specific features.

infsh app run bytedance/seedream-4-5 --input '{
  "prompt": "extreme close-up product detail, premium leather bag stitching and grain texture, macro photography, shallow depth of field, soft directional lighting highlighting texture, luxury product photography, editorial quality",
  "size": "2K"
}'

6. Group / Collection Shot

Multiple products or variants together.

infsh app run bytedance/seedream-4-5 --input '{
  "prompt": "product collection flat lay photography, three skincare bottles arranged in triangular composition on marble surface, minimal props, soft overhead lighting, beauty product photography, editorial style, coordinated brand aesthetic",
  "size": "2K"
}'

Camera Angles

Lighting Setups

Shadow Types

Background Guide

Composition Rules

E-Commerce Image Set

A complete product listing needs 7-9 images in this order:

# Generate a complete e-commerce set
# 1. Hero packshot
infsh app run bytedance/seedream-4-5 --input '{
  "prompt": "product packshot, premium bluetooth speaker on pure white background, slight angle, soft studio lighting, subtle contact shadow, e-commerce photography, sharp, 4K",
  "size": "2K"
}' --no-wait

# 2. Lifestyle
infsh app run bytedance/seedream-4-5 --input '{
  "prompt": "lifestyle product photography, bluetooth speaker on poolside table, summer setting, sunglasses and drink nearby, warm natural light, vacation vibes, editorial style",
  "size": "2K"
}' --no-wait

# 3. Detail
infsh app run bytedance/seedream-4-5 --input '{
  "prompt": "extreme close-up of speaker grille texture and premium materials, macro product photography, soft lighting, showing build quality, sharp detail",
  "size": "2K"
}' --no-wait

# 4. Scale
infsh app run falai/flux-dev-lora --input '{
  "prompt": "person holding compact bluetooth speaker in one hand, showing portable size, clean blurred background, natural light, lifestyle tech photography",
  "width": 1024,
  "height": 1024
}' --no-wait

Product Categories

Food & Beverage

Key: overhead angles, natural light, visible texture, steam/freshness cues
Prompt add: "food photography, appetizing, fresh, natural daylight, shallow depth of field"
Avoid: artificial-looking colors, perfectly symmetrical plating (looks fake)

Jewelry & Accessories

Key: macro detail, reflective surfaces, black or gradient backgrounds
Prompt add: "jewelry photography, macro, sparkle, reflective surface, luxury"
Avoid: flat lighting (kills sparkle), busy backgrounds

Electronics & Tech

Key: clean lines, dark or gradient backgrounds, rim lighting
Prompt add: "tech product photography, sleek, modern, rim lighting, premium"
Avoid: warm/rustic backgrounds (wrong aesthetic)

Cosmetics & Beauty

Key: flat lay or slight angle, marble/clean surfaces, soft pastels
Prompt add: "beauty product photography, clean, minimal, soft light, editorial"
Avoid: harsh shadows, dark moody lighting (unless luxury/niche)

Apparel & Fashion

Key: on model or flat lay, lifestyle context, brand mood
Prompt add: "fashion photography, editorial, styled, natural pose"
Avoid: pure white background for lifestyle (save for e-commerce only)

Image Editing Workflow

# Generate base product image
infsh app run bytedance/seedream-4-5 --input '{
  "prompt": "premium headphones on white background, studio product photography",
  "size": "2K"
}'

# Edit: change background to lifestyle
infsh app run bytedance/seededit-3-0-i2i --input '{
  "prompt": "change the background to a modern minimalist desk setup with warm afternoon light, keep the headphones exactly the same",
  "image": "headphones-white.png"
}'

# Upscale for print
infsh app run falai/topaz-image-upscaler --input '{
  "image": "headphones-lifestyle.png"
}'

Common Mistakes

Related Skills

npx skills add inference-sh/skills@ai-image-generation
npx skills add inference-sh/skills@flux-image
npx skills add inference-sh/skills@prompt-engineering

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