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[New Notebook] Biological Texture Generation (Iris) using LCM & OpenVINO#3288

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[New Notebook] Biological Texture Generation (Iris) using LCM & OpenVINO#3288
humbeaniket2006-max wants to merge 2 commits intoopenvinotoolkit:latestfrom
humbeaniket2006-max:add-biological-texture-lcm

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@humbeaniket2006-max humbeaniket2006-max commented Jan 31, 2026

Description:
This Pull Request adds a new notebook demonstrating the generation of high-fidelity biological textures, specifically iris patterns, using Latent Consistency Models (LCM) optimized with OpenVINO.

This notebook addresses the need for efficient, high-quality texture generation in medical imaging and biometric datasets, significantly reducing inference steps compared to traditional Latent Diffusion Models (LDMs).

Related Issue:
Closes #3241

Key Features:

  • Model Implementation: Utilizes Latent Consistency Models (LCM) for rapid image generation.
  • OpenVINO Optimization: Compiles the pipeline for Intel CPU/GPU inference.
  • Specific Use Case: Synthetic biological data (iris textures).

Checklist:

  • Dependencies installed via %pip install in the first cell.
  • Code formatted with Black (line length 160).
  • Telemetry and Scarf Pixel tags added.
  • README.md created in the notebook folder.

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@humbeaniket2006-max humbeaniket2006-max changed the title [New Notebook] Biological Texture Generation (Iris) using LCM & OpenVINOAdd Biological Texture Generation notebook (Fixes #3241) [New Notebook] Biological Texture Generation (Iris) using LCM & OpenVINO Jan 31, 2026
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[Proposal] New Notebook: Biological Texture Generation (Iris) using Latent Consistency Models (LCM) & OpenVINO

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