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RectLabel

RectLabel is an offline image annotation tool designed for object detection and segmentation. It offers automatic labeling using Core ML models and supports various export formats, making it ideal for developers seeking efficient image annotation solutions.

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RectLabel screenshot
RectLabel screenshot

RectLabel is an offline image annotation tool developed by Ryo Kawamura, aimed at simplifying the process of object detection and segmentation for macOS users. Released in 2017, it has become a popular choice for developers due to its intuitive interface and robust functionality. RectLabel supports automatic labeling using Core ML models, including RF-DETR and YOLO26, allowing users to efficiently annotate images with minimal manual input.

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The tool offers a range of features such as labeling polygons, pixels, bounding boxes, and keypoints with skeletons. Users can also label cubic bezier curves, line segments, and oriented bounding boxes in aerial images. RectLabel's export capabilities include formats like YOLO, COCO, CreateML, and DOTA, catering to diverse project requirements.

Pricing for RectLabel includes a standard subscription plan at $2.99/month or $9.99/year, with a free trial period available. RectLabel Pro offers a one-time payment plan of $19.99, suitable for long-term use. Both versions provide access to all features, ensuring flexibility for different user needs.

Targeted at developers and researchers, RectLabel is designed to save time and resources, allowing users to focus on their core projects. Its offline nature ensures privacy and security, making it a reliable choice for sensitive data handling. While RectLabel is a powerful tool, users should be aware of its macOS exclusivity, which may limit accessibility for non-macOS users.

  • CategoryComputer Vision Tools
  • Pricing ModelFreemium
  • DeploymentOffline
  • PlatformsmacOS

  • Offline image annotation

  • Object detection and segmentation

  • Automatic labeling with Core ML models

  • Label polygons and pixels

  • Export to YOLO, COCO, CreateML, DOTA

  • Label bounding boxes and keypoints

  • Subscription and one-time payment plans

  • Free trial available

  1. Download: Obtain RectLabel from the website

  2. Configure: Set up labeling preferences and hotkeys

  3. Annotate: Use models to label images automatically

  4. Export: Save annotations in desired formats

  • Object Detection
  • Image Segmentation
  • Automatic Labeling
  • Export Formats
  • Privacy-Sensitive Projects

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