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@Desert-Ant-Labs

Desert Ant Labs

Desert Ant Labs is a European AI lab building small, opinionated on-device models.
README.md

Little brains in every product.

European AI lab building small, opinionated on-device models.

Every model is free up to 100k monthly active devices per SDK. Unlimited inference per user.

Drop-in SDKs for iOS, Android, Web, and Node, with open weights on Hugging Face.

Model What it does Platform Docs
Align Word-timestamp refinement for Apple's SpeechAnalyzer pipeline. Apple SDK Model
Clear On-device speech enhancement: denoise, dereverb, and loudness-normalize. Apple · Android · Linux · Windows · Web · Node SDK Model
Clips Short clips and highlights from talking video and audio: podcasts, interviews, meetings. On-device. Apple · Linux · Windows SDK Model
Ear On-device spoken language identification across 99 languages. Apple · Android · Linux · Windows · Web · Node SDK Model
Emo Multilingual on-device emoji suggestion. Apple · Android · Linux · Windows · Web · Node SDK Model
Gist Multilingual on-device content topic tagging across a 36-topic taxonomy. Apple · Android · Linux · Windows · Web · Node SDK Model
Redact Multilingual on-device PII detection and redaction. Apple · Android · Linux · Windows · Web · Node SDK Model
Shapes On-device single-stroke shape recognition. Apple · Android · Linux · Windows · Web · Node SDK Model
Title On-device titles and descriptions: a short factual title and a one- to two-sentence description for any passage of text. Apple SDK Model
Tongue On-device language identification for short text across 84 languages. Apple · Android · Linux · Windows · Web · Node SDK Model
Uhm On-device filler-word detection: frame-precise "uh"/"um"/"hmm" spans. Apple SDK Model
Voz On-device speech recognition: transcripts with word-level timestamps, 25 languages. Apple SDK Model

In closed beta

Weights exist and the models work, but no SDK ships them yet, so there is nothing to install today. Ask us if you want early access.

Model What it does Docs
Eye On-device frame scoring: which shot to keep from a burst or a clip. Model
Face On-device face matching across a photo library or through a video. Model
Moderator On-device NSFW image detection, trained only on licensed and synthetic data. Model
Schemer On-device structured extraction into a caller-supplied JSON schema. Model
Toxic On-device hate-speech triage for European languages. Model
Who On-device speaker labeling: per-person turns with timestamps. Model

Links

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  1. desert-ant-core desert-ant-core Public

    On-device AI SDKs for iOS, macOS, Android, and the web. Small, focused models that run fully offline in Swift, Kotlin, and JavaScript with Core ML, LiteRT, and WebAssembly.

    Swift 8

  2. emo emo Public archive

    On-device multilingual emoji suggestions from text for iOS/macOS, Android (Maven), and web (npm).

    Swift 4

  3. shapes shapes Public

    On-device shape recognition from a single stroke for iOS/macOS, Android (Maven), and web (npm).

    Swift 4

  4. redact redact Public archive

    On-device multilingual PII redaction for iOS/macOS, Android (Maven), and web (npm).

    Swift 3

  5. emo-js emo-js Public archive

    Multilingual on-device emoji suggestions from text. JavaScript/TypeScript for Node + browser.

    TypeScript 2

  6. demo-clipper demo-clipper Public

    Example macOS app and CLI to generate short clips, fully on device.

    Swift 2

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