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ffai

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Remade-With-Rust / FFAI

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FFAI is the go-to media library for AI: embedded speech recognition (ASR), text-to-speech (TTS), optical character recognition (OCR), vision-language (VLM), and object detection (YOLO26) made in Rust for the new internet.

rust machine-learning text-to-speech ocr ai computer-vision deep-learning media tts speech-recognition yolo codec speech-to-text candle whisper audio-processing asr built-with-rust vision-language-model ffai
  • Updated Sep 8, 2026
  • Rust

Remade-With-Rust / carmenta

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OCR in pure Rust: documents, screens, and a change-gated LIVE frame reader. Detection, recognition and reading order computed from geometry, no Python, no C/C++ by default, nothing GPL. Memory safe. The ffai-carmenta crate.

rust machine-learning ocr embedded ai computer-vision craft text-recognition text-detection optical-character-recognition candle crnn parseq dbnet reading-order built-with-rust document-ai document-parsing screen-reading ffai
  • Updated Aug 3, 2026

Remade-With-Rust / argus

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Vision-language captioning and VQA in pure Rust: SmolVLM-256M on candle — SigLIP tower, pixel-shuffle connector, Llama decoder. Captions byte-identical to the Python reference from a raw image file. Images and video, no Python, no ONNX, nothing GPL. Memory safe. The ffai-argus crate.

rust machine-learning embedded video ai vqa image-captioning candle vlm captioning multimodal vision-language built-with-rust siglip smolvlm ffai
  • Updated Aug 28, 2026

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