iterationlayer

Enhance and standardize a property listing photo with auto-contrast, sharpening, and consistent sizing.

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Upscale a low-resolution image using AI super-resolution for print or high-DPI display.

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Resize, enhance, and compress a product photo for an e-commerce listing with consistent quality.

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Convert a document to markdown and classify it with an LLM in a single pipeline.

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Resize and crop a single image into platform-specific dimensions for social media.

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Generate CSV, Markdown, and XLSX spreadsheets from structured tabular data.

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Generate a professionally styled PDF document from Markdown content with custom fonts, headers, and page numbers.

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Smart crop a product photo to Etsy's recommended 2000×2000px square format and export as JPEG.

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Resize an image, add a branded text watermark, and convert to WebP in a two-step pipeline.

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Prepare a product photo to meet Amazon's main image requirements: pure white background, square format, 2000×2000px, JPEG.

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Remove the background from a raw product photo, then compose it into a branded listing card with the product name and price.

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Use AI detection to smart-crop individual portraits from a group photo.

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Apply a text watermark to a photo using layer-based image composition for brand protection and copyright.

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Extract typed JSON from public website pages using a schema.

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Resize and convert manuscript images to KDP-compliant dimensions at 300 DPI for print-on-demand.

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Smart crop to face, remove the background, and convert to WebP for a clean user avatar.

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Remove the background from a product photo using AI-powered segmentation.

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Integrate Iteration Layer APIs for document, website, image, and sheet processing. Composable APIs — Document Extraction, Website Extraction, Document to Markdown, Image Transformation, Image Generation, Document Generation, and Sheet Generation — share one credit pool and chain together into workflows.

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Resize a product photo to Shopify's recommended 2048×2048px square format, sharpen, and convert to WebP for fast storefront load times.

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AI-powered subject-aware crop that centers on the product regardless of its position in the frame.

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Transform images with resize, crop, smart crop, upscale, remove background, and 20+ operations.

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Extract invoice data and generate a formatted PDF summary in a single pipeline.

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Resize a source image to a thumbnail and convert to WebP.

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Extract structured fields from warehouse receipt documents.

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