Filter AI-generated models from 3D printing and model marketplace sites. Comprehensive detection with three modes.

• 4-Tier AI Tool Database - 150+ AI tools categorized by confidence
• Creator Reputation Tracking - Tracks uploaders and flags repeat AI uploaders
• 9 Supported Sites - Added CGTrader, TurboSquid, Sketchfab
• Multi-language Support - Chinese AI tags (ai生成, ai创作)
• Suspicious Username Detection - Catches bot-like usernames
• Improved Scoring - More granular scoring with better calibration
• Better MakerWorld Detection - Fixed card detection and AI badge recognition

Fast and accurate for tagged AI models.

Detects:

• AI badges on cards (100% confidence)
• Tier 0 AI tools: Meshy, Tripo, Rodin, Luma, CSM, Hunyuan, Trellis (+100)
• Tier 1 AI tools: Kaedim, Alpha3D, 3DFY, Sloyd, Leonardo (+85)
• Definitive phrases: "ai generated", "text to 3d", "image to 3d" (+95)
• AI tags in model tags (+95)

Human Signals (reduce score):

• "Designed by me", "handmade" (-50)
• CAD software: Blender, Fusion 360, ZBrush (-40)
• Process terms: "parametric", "test prints" (-30)

Everything in Basic plus behavioral analysis.

Additional Detection:

• Suspicious title patterns: "3D model of a...", "cute stylized character"
• Suspicious descriptions: Very short or generic
• Suspicious usernames: bot-like patterns
• No engagement flag: 0 likes + few downloads + 0 makes
• Multiple AI signals stacking bonus

Quality Signals (reduce score):

• Makes: 3+ (-12), 10+ (-20), 30+ (-30), 100+ (-40)
• Likes: 50+ (-10), 200+ (-15), 1000+ (-25)
• Downloads: 1000+ (-12), 5000+ (-20)
• Comments: 10+ (-10), 30+ (-18)
• Print terms: layer height, infill, supports, etc. (-8 to -35)
• Functional terms: assembly, gears, snap fit, etc. (-8 to -30)
• Detailed description: 300+ chars (-6), 600+ (-12), 1200+ (-20)

Everything in Advanced plus machine learning.

Features:

• TensorFlow.js neural network
• 12-feature classification
• Configurable ML weight
• Custom model support

Meshy, Tripo, Rodin, Luma AI, CSM, Hunyuan, Trellis, InstantMesh

Kaedim, Alpha3D, 3DFY, Sloyd, SudoAI, Masterpiece, Spline AI, Leonardo AI, Anything World, Scenario, Blockade Labs, Stability AI, Genmo, Genie, Clay AI

Point-E, Shap-E, Get3D, DreamFusion, Magic3D, Fantasia3D, Zero123, Wonder3D, ThreeStudio, Text2Mesh, DreamGaussian, GSGen, LucidDreamer, DreamCraft3D, SyncDreamer, Neuralangelo, NeRF Studio, and 30+ more

Stable Point, Splat3R, LGM, GRM, Craftsman, MicroDreamer, MVDream, ImageDream, SweetDreamer, RichDreamer, HiFi-123, Magic123, RealFusion, and more

1. Download the latest release .zip
2. Unzip to a folder
3. Go to chrome://extensions
4. Enable Developer mode (top right toggle)
5. Click Load unpacked
6. Select the unzipped folder
7. Pin the extension to your toolbar

A small panel appears on supported sites showing:

• AI / SUS / OK counts
• Current mode
• Quick rescan button
• Hide/Show toggle

• Switch between Basic/Advanced/ML modes
• Toggle filter on/off
• Toggle highlight vs hide mode
• Toggle score display
• Rescan current page

Detection:

• Filter tagged AI models
• Filter suspected AI
• Detection threshold (default 65)

Display:

• Highlight only mode
• Show scores
• Show detection reasons

Lists:

• Whitelist (always show)
• Blacklist (always hide)
• Import/Export settings

ML Settings:

• Custom model URL
• ML weight (default 35)

Blender, Fusion 360, SolidWorks, Maya, 3DS Max, ZBrush, Rhino, Cinema 4D, Houdini, FreeCAD, OpenSCAD, TinkerCAD, Onshape, SketchUp, and many more

Tolerance, layer height, infill, supports, bridging, nozzle, bed temp, PLA, PETG, Ender, Prusa, Bambu Lab, Cura, PrusaSlicer, and more

Assembly, snap fit, thread, hinge, gear, bearing, spring, LED, PCB, enclosure, mount, bracket, and more

• Runs entirely locally
• No data collection
• No external requests (except TensorFlow CDN in ML mode)
• Settings in Chrome local storage

3d-ai-filter-ext/
├── manifest.json          # Extension config (v4.5.0)
├── background.js          # Service worker
├── popup.html/js          # Quick settings
├── options.html/js        # Full settings
├── content/
│   ├── loader.js          # Detection engine (~1400 lines)
│   └── styles.css         # Highlighting styles
├── lib/
│   └── tf.min.js          # TensorFlow loader
├── training/              # ML training resources
│   ├── TRAINING_GUIDE.md
│   ├── train.py
│   ├── convert.py
│   └── sample_data.csv
└── icons/                 # Extension icons
xtension icons

• Complete detection engine rewrite
• 4-tier AI tool database (150+ tools)
• Creator reputation tracking
• Added CGTrader, TurboSquid, Sketchfab support
• Multi-language AI tag detection
• Suspicious username detection
• Improved scoring calibration
• Better engagement analysis
• More human indicator categories
• Fixed MakerWorld AI badge detection

• Three detection modes
• ML support with TensorFlow.js
• Whitelist/blacklist
• 6 supported sites

• Heuristic detection
• Basic tag matching

• Initial release

MIT License

Made for the 3D printing community by someone tired of AI spam 🖨️