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Documentation Index

Fetch the complete documentation index at: https://docs.typelense.io/llms.txt

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Typelense is an AI product photography platform for fashion & e-commerce. Upload garments, choose a model & pose, optionally a background—and get consistent, realistic product images for shop, social, and ads.
For D2C brands, marketplace sellers, agencies, and studios that need large volumes of images produced quickly, consistently, and cost-effectively—including campaign visuals, on-model, ghost-mannequin, flat-lay upgrades, and creative variations.
  1. Upload garments (top/bottom/set)
  2. Select a model (from gallery or your brand model)
  3. Lock the pose (pose remains 1:1 unchanged)
  4. Choose background (studio, location, gradient, or your own upload)
  5. Render & review variants (batch/series supported)
Yes. The selected pose is kept 1:1. Only clothing and background change—ideal for catalog comparability.
PNG or JPG, Webp. Recommended: clean cutouts or clear flat-lay/on-hanger photos, one garment view per file, minimal wrinkles/reflections, no collages. Higher resolution ⇒ better edges and detail.
Common ratios: 1:1, 4:5, 3:4, 2:3, 9:16—ideal for shops, social, and ads. Optional upscale for high-resolution exports. (Project-wide defaults are configurable.)
Very high—especially with clean input photos. Best results with even lighting, visible texture, and minimal compression artifacts. Extremely fine patterns (moiré), highly reflective, or transparent fabrics are inherently more challenging.
Yes, provided it’s non-explicit and focused on product depiction. No minors, no sexualized content. We reserve the right to moderate violations of our guidelines.
Typelense does not add visible watermarks. Some underlying models may embed invisible watermarks/signatures. We do not remove or tamper with such signals.
Generally, you do, provided you hold the rights to the inputs (garments, references, logos). You receive commercial usage rights to the generated assets. Please also respect the license terms of any model/asset sources used in your project.
Stored only as long as needed for the service (render, review, re-use) or per contract. You can delete assets/jobs at any time. Enterprise: options for shortened retention, customer-specific data residency, and DPA/AVV.
Billed per generation/variant (and optional upscale). Failed jobs are not charged. Volume plans and enterprise packages available.
  • Improve input: higher resolution, one garment per file, clean edges
  • Check pose: avoid heavy self-occlusions; keep pose 1:1 fixed
  • Simplify background: use studio/gradient for catalog sets
  • More variants: 4–8 variants can improve hit rate
If you’re stuck, send us the job ID & example—we’ll debug it with you.
Define project presets (pose set, lighting, background, ratio) and use uniform inputs per category. Repeat presets across all products in the series.
We operate with privacy-by-design, provide DPA/AVV, role-based access control, and content moderation. Enterprise: additional controls (e.g., audit logs, data residency, pen-tests) on request.
Yes. SLA, SSO (SAML/OIDC), fine-grained roles/permissions, dedicated environments, custom quotas, and support channels are available.
In-product via Help → Support, by email at hello@typelense.io or via a shared Slack channel (Enterprise). Please include your project/job ID.