Hey Product Hunt! I'm Aditya. I spent nearly a decade as an engineer in Silicon Valley, building firmware and intelligent systems. My published research focused on applying deep learning and neural networks to real-world pattern recognition and identification problems. That background is exactly what powers Lipi.ai. What inspired this: I kept watching AI transform image generation, code, video, basically every creative tool. But typography? Still stuck in the manual era. Designers were using 3-4 different tools just to identify a font, check its license, and find an alternative. It felt like a pattern recognition problem hiding in plain sight, and nobody was solving it with modern ML. The problem: Typography workflows are fragmented and slow. Identifying a font from a client's mockup means uploading to one tool. Checking if that font's license allows commercial use means going to another. And creating a custom typeface that actually fits a brand? That costs thousands of dollars and weeks of back-and-forth with a type designer. Meanwhile, companies get hit with font copyright lawsuits they never saw coming. How we built it: The core of Lipi.ai runs on deep learning models trained on 100,000+ font specimens. For identification, we use convolutional neural networks that extract glyph-level features from images and match against our font database, hitting 99% accuracy in ~30 seconds. For generation, we built a pipeline where you describe a font in natural language ("clean, geometric, slightly rounded") or upload a visual reference, and our model outputs a production-ready typeface file. We also built a copyright detection engine that cross-references font metadata and visual similarity against known licensed typefaces. What you get (free): Font Finder: upload an image, identify the font Font Generator: create fonts from style parameters Font Studio: edit glyphs, kerning, metadata Copyright Check: verify licensing instantly AI-powered premium tools: Deep Font Matcher: advanced identification with higher accuracy AI Font Generator: text-to-font and image-to-font generation 10 free preview credits. Would love feedback from this community. Try it at www.lipi.ai and let me know what breaks.

Lipi.ai

Bringing AI Intelligence to Typography

Bringing AI Intelligence to Typography