Image Generation

Generate marketing banners, product hero shots, and social creatives at scale — 5,000 images per hour.

Overview

The Image Generation module creates production-ready marketing visuals from product data. No design skills needed — feed it product info, get back platform-optimized images in any style.

Throughput: 5,000 images/hour | Sizes: any custom | Styles: 20+ presets

Basic Usage

images = client.creative.generate_images(
    product=analysis_result,
    styles=["hero_shot", "lifestyle", "sale_banner", "social_square"],
    sizes=["1200x1200", "1080x1920", "1200x628"],
    count=3,
    brand_colors=["#1a1a2e", "#e94560"]
)

for img in images:
    print(f"{img.style} | {img.size} | {img.url}")
    # hero_shot | 1200x1200 | https://cdn.aizel.io/gen/a1b2c3.png

Available Styles

Batch Generation

# Generate images for 1000 products × 4 styles × 3 sizes = 12,000 images
batch = client.creative.batch_generate_images(
    products=catalog_results,
    styles=["hero_shot", "lifestyle", "social_square", "sale_banner"],
    sizes=["1200x1200", "1080x1920", "1200x628"],
    concurrency=50,
    output_format="webp",  # png, jpg, webp
    quality=90
)

# Download all to local directory
batch.download_all("./generated_images/")

Brand Consistency

# Upload brand kit for consistent outputs
brand = client.brand.create(
    name="MyBrand",
    logo_url="https://...",
    colors=["#1a1a2e", "#e94560", "#f5f5f5"],
    fonts=["Montserrat", "Open Sans"],
    style_guide_url="https://..."  # Optional PDF
)

# All generations now follow brand guidelines
images = client.creative.generate_images(
    product=result,
    brand_id=brand.id,
    styles=["hero_shot", "social_square"]
)

On-Chain Asset Registration

# Register generated assets on-chain (IP protection)
images = client.creative.generate_images(
    product=result,
    styles=["hero_shot"],
    on_chain=True,
    chain="arbitrum"
)

print(images[0].content_hash)   # IPFS CID
print(images[0].tx_hash)        # On-chain registration receipt
print(images[0].timestamp)      # Verifiable creation timestamp