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title: README
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<p class="ll-lead mb-3">
<b>LogoLabs designs custom logos and brand identities from data.</b>
We study how brands are drawn, what their briefs ask for and which choices hold up, and turn a short
conversational brief into original concepts, refined with you: a logo and full brand guidelines in days, not weeks.
</p>
<p class="mb-5 text-gray-500 dark:text-gray-400">
The research behind that work is open. These are the models, tools and data we build it on,
and they run on your own machine or in your browser.
</p>
<div class="flex flex-wrap gap-3 mb-8">
<a class="ll-btn ll-btn-solid" href="https://logolabs.org" target="_blank">Get a logo designed, from €20</a>
<a class="ll-btn ll-btn-line" href="https://logolabs.org/contact" target="_blank">Contact us</a>
</div>
<div class="grid md:grid-cols-3 gap-5 mb-8">
<a class="ll-card border border-gray-200 dark:border-gray-800" href="https://huggingface.co/spaces/Logolabs/inkvec">
<img src="https://huggingface.co/spaces/Logolabs/README/resolve/main/images/inkvec.jpg" alt="Inkvec before and after, with the traced anchors" />
<div class="p-4">
<div class="ll-kicker mb-1">Vectoriser · Apache-2.0</div>
<div class="font-semibold text-lg mb-1">Inkvec</div>
<div class="text-sm text-gray-500 dark:text-gray-400">
Turns a PNG, JPEG or WebP logo into a clean SVG: edges to a fraction of a pixel, the fewest curves that match,
gradients and transparency kept. Try Studio Lite in the browser.
</div>
</div>
</a>
<a class="ll-card border border-gray-200 dark:border-gray-800" href="https://huggingface.co/Logolabs/agate-preview-001">
<img src="https://huggingface.co/spaces/Logolabs/README/resolve/main/images/agate.jpg" alt="Agate model release" />
<div class="p-4">
<div class="ll-kicker mb-1">Text to image · MIT</div>
<div class="font-semibold text-lg mb-1">Agate Preview 001</div>
<div class="text-sm text-gray-500 dark:text-gray-400">
A 260M-parameter model trained from scratch in 145 GPU-hours. GenEval 0.550, level with SDXL,
and it runs in your browser on WebGPU.
</div>
</div>
</a>
<a class="ll-card border border-gray-200 dark:border-gray-800" href="https://huggingface.co/datasets/Logolabs/LogoBrief-10K">
<img src="https://huggingface.co/spaces/Logolabs/README/resolve/main/images/logobrief.jpg" alt="Logos from LogoBrief-10K" />
<div class="p-4">
<div class="ll-kicker mb-1">Dataset · gated</div>
<div class="font-semibold text-lg mb-1">LogoBrief-10K</div>
<div class="text-sm text-gray-500 dark:text-gray-400">
10,000 brand logos with their original SVGs, style tags, motif descriptions and full design briefs,
sampled by web popularity and checked for AI-training opt-outs.
</div>
</div>
</a>
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<p class="text-sm text-gray-500 dark:text-gray-400 mb-2">
Also: <a class="ll-copper" href="https://huggingface.co/spaces/Logolabs/agate-webgpu">Agate WebGPU</a> ·
<a class="ll-copper" href="https://github.com/logolabs/agate-comfyui">Agate for ComfyUI</a> ·
<a class="ll-copper" href="https://huggingface.co/Logolabs/inkvec-denoiser-001">inkvec-denoiser-001</a> (JPEG and AI-damage cleanup) ·
<a class="ll-copper" href="https://huggingface.co/Logolabs/inkvec-sr-001">inkvec-sr-001</a> (4× upscaling for logos) ·
<a class="ll-copper" href="https://github.com/logolabs/inkvec/releases">Inkvec desktop app</a>
</p>
<p class="ll-links text-sm text-gray-500 dark:text-gray-400">
<a href="https://logolabs.org">logolabs.org</a> · <a href="https://logolabs.org/contact">Contact</a> ·
<a href="https://github.com/logolabs">GitHub</a> · <a href="https://logolabs.github.io/inkvec">Inkvec docs</a>
</p>
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