Definition #
Computer vision models that detect foreground objects and generate transparent/masked backgrounds.
Key Characteristics #
- Edge-aware segmentation
- Hair/fur refinement
- Batch processing
- API integrations
Why It Matters #
Cuts product photo editing costs by 90% for e-commerce businesses.
Common Use Cases #
- E-commerce product listings
- Photo studio automation
- Video conferencing virtual backgrounds
Examples #
- Remove.bg API
- Adobe Sensei in Photoshop
- ClipDrop by Stability AI
FAQs #
Q: Accuracy on complex images?
A: 98% on solid backgrounds, 85-92% for busy environments with overlap.
Q: Video support?
A: Tools like Unscreen process 30fps video at 1080p resolution.