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Smart Crop

Crop images intelligently using subject detection, face detection, or trim-based cropping that removes uniform borders. The AI identifies the most important region and crops around it, keeping key content centered and properly composed.

Features

  • Subject-aware cropping using AI detection
  • Face-centered crop with head room control
  • Trim mode to remove uniform borders and whitespace
  • Custom aspect ratio with subject-aware positioning
  • Batch smart crop with consistent framing

What you can do

  • Auto-crop product images to center on the product subject
  • Generate focused headshots from full-body photos
  • Trim whitespace and uniform borders from scanned images
  • Batch crop a photo set with consistent subject-centered framing

AI that runs on your hardware. No cloud APIs, no usage limits.

Unlike cloud AI services, SnapOtter's Smart Crop runs the ML model directly on your server. Your images are processed locally with no data sent to external APIs. No per-image fees, no rate limits, no privacy concerns. Deploy once with Docker and use it as much as you need.

Frequently asked questions

How does smart crop differ from regular cropping?
Regular cropping requires you to manually select the region. Smart crop uses AI to detect the main subject (person, product, or object) and automatically centers the crop around it, maintaining proper composition.
Can I use smart crop to create headshots from full-body photos?
Yes. The face detection mode finds faces and crops to a configurable framing (close-up, head and shoulders, upper body, or half body). This is great for batch-generating profile pictures from group or full-body shots.
What does trim mode do?
Trim mode detects and removes uniform borders or whitespace around the edges of an image. It is useful for cleaning up scanned documents, screenshots, and images with padding.

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