AR Face Segmentation Tools
A comprehensive list of AR face segmentation and tracking tools, from commercial SDKs to open-source frameworks.
Commercial SDKs
1. Banuba Face AR SDK
Full face-part segmentation (skin, hair, eyes, nose, mouth, background), 3D face mesh, 60 FPS, on-device processing. Cross-platform: iOS, Android, Web, Unity, Flutter.
👉 banuba.com
2. DeepAR
Face filters, masks, background removal, and segmentation. Lightweight Web SDK makes it great for web-based AR prototypes. Supports iOS, Android, Unity.
👉 deepar.ai
3. BytePlus Effects (ByteDance / TikTok)
TikTok-level AR effects and face segmentation. High-quality filters, beauty effects, face morphing. Powers TikTok's own effects pipeline.
👉 byteplus.com
4. Tencent Effect SDK (Tencent / WeChat)
WeChat-style AR filters, face segmentation, body tracking. Very strong in Asian markets.
👉 Tencent Cloud
5. Kivicube
WebAR face tracking and segmentation. Good for web-based marketing campaigns and interactive installations.
👉 kivicube.com
Free & Open-Source
6. MediaPipe Face Mesh (Google)
468 3D face landmarks in real-time. Built-in face segmentation mask output. Cross-platform: iOS, Android, Web, Python. The most versatile free option.
👉 MediaPipe Face Landmarker
7. Apple ARKit Face Tracking
iOS only. 50+ blend shapes, detailed face mesh. Native on all iPhones with TrueDepth camera. Best quality on Apple devices.
👉 developer.apple.com/arkit
8. Google ARCore Face Augmentation
Android face mesh and augmentation API. The Android equivalent of ARKit face tracking.
9. ML Kit Face Detection (Google)
Lightweight option with 5-point or detailed landmarks. Available on iOS and Android via Firebase.
10. face-api.js
Browser-based face detection and landmarks using TensorFlow.js. Pure JavaScript, no server needed. Great for quick web demos.
Platform-Specific (No Code)
11. Meta Effect House (replaced Spark AR)
Instagram and Facebook AR filters. Face segmentation, face tracking, hand gestures. Free to use and publish to Instagram, Facebook, and Messenger.
👉 effecthouse.meta.com
12. Snap Lens Studio
Snapchat AR lenses. Best-in-class face segmentation and tracking quality. Free to use and publish to Snapchat.
Quick Comparison
| Tool | Type | Face Segmentation | Platform | Cost |
|---|---|---|---|---|
| Banuba | SDK | ✅ Full face-part | iOS, Android, Web, Unity | Commercial |
| DeepAR | SDK | ✅ | iOS, Android, Web, Unity | Commercial |
| BytePlus | SDK | ✅ | iOS, Android | Commercial |
| Tencent Effect | SDK | ✅ | iOS, Android | Commercial |
| Kivicube | SDK | ✅ | Web | Commercial |
| MediaPipe | Open-source | ✅ Segmentation mask | iOS, Android, Web, Python | Free |
| ARKit | Native | ✅ Blend shapes | iOS only | Free |
| ARCore | Native | ✅ | Android only | Free |
| ML Kit | Open-source | ✅ (limited) | iOS, Android | Free |
| face-api.js | Open-source | ✅ (limited) | Browser only | Free |
| Effect House | No-code | ✅ | Meta platforms | Free |
| Lens Studio | No-code | ✅ | Snapchat | Free |
Recommendations
- Museum / interactive kiosks: MediaPipe (free, web-capable) or Banuba (premium quality)
- Web campaigns: DeepAR or Kivicube
- Mobile apps: MediaPipe or Banuba
- Social media filters: Effect House (Instagram) or Lens Studio (Snapchat)
- Quick prototyping: MediaPipe or face-api.js