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The pipeline,expanded.

Four tools. One mission. Every humanizer runs entirely in the browser — no uploads, no servers, no leaks. Here's what's being built and when.

Image Humanizer

v3

Next-generation photo pipeline

IN DEVELOPMENTQ2 2026

A full rebuild of the humanization engine — more layers, deeper frequency analysis, and a model-signature reader that auto-calibrates treatment strength before the first pixel changes.

  • 14-layer pipeline (up from 10)
  • Auto model-signature detection
  • Adaptive FFT disruption v2
  • 200+ camera EXIF profiles
01

Video Humanizer

v1

Full-length video processing

NEXT RELEASEQ3 2026

Graduating from early access (v0.1) to a stable release. Frame-accurate sensor noise, temporal PRNU coherence across the full clip, and platform-specific codec presets out of the box.

  • Full-length clip support
  • Temporal coherence across frames
  • Per-platform codec presets
  • Cancelable export flow
02

Text Humanizer

v1

Defeat AI writing detectors

NEXT RELEASEQ4 2026

Graduating from the live early-access build (v0.1) to a stable release. Expanded linguistic fingerprint rewrite, more rhythm/burstiness control, and additional detector-targeted modes — still nothing ever leaves your device.

  • Zero-upload text processing
  • Linguistic fingerprint rewrite
  • Detector-targeted modes
  • Tone & style preservation
03

Music Humanizer

NEW

Audio anti-detection pipeline

COMING SOON2027

Browser-side audio processing that strips AI generation artifacts from music and vocals. Micro-timing variation, spectral fingerprint cleaning, and realistic room acoustics injection.

  • Spectral artifact removal
  • Micro-timing humanization
  • Room acoustics injection
  • Batch WAV / MP3 export
04

Tools ship continuously.Start with v3 today.

Every release lands automatically in your browser. No downloads, no installs — just open the hub and run.