Zeyu Xu

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Wildlife AI

How to use the “Annotation Tool Online”

How to Use the “Wildlife Detection Model” https://ai.zeyuxu.com/#annotation-online This is an AI-assisted online annotation tool specifically designed for wildlife detection. The tool provides a user-friendly interface for creating, editing, and managing bounding box annotations on images. Here are its key features: 1. Image Handling: 2. Annotation Capabilities: 3. Box Management: 4. Advanced Features: 5. User Interface: The tool is particularly suited for wildlife researchers and data scientists working on wildlife detection projects, offering a balance between […]
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How to Use the “Wildlife Detection Model”

https://ai.zeyuxu.com/#annotation-online

  1. Upload an image (supports large images)
  2. Use zoom/pan controls for navigation
  3. Select a class and draw boxes
  4. Click and drag to create boxes
  5. Click boxes to select/edit
  6. Drag handles to resize selected box
  7. Use Auto Detect for initial boxes
  8. Edit auto-detected boxes manually
  9. Download YOLO format results

This is an AI-assisted online annotation tool specifically designed for wildlife detection. The tool provides a user-friendly interface for creating, editing, and managing bounding box annotations on images. Here are its key features:

1. Image Handling:

      • Supports uploading images through drag-and-drop or file selection
      • Handles large image files efficiently
      • Includes example images for quick testing
      • Provides zoom and pan controls for detailed annotation

      2. Annotation Capabilities:

        • Manual drawing of bounding boxes
        • AI-powered automatic detection feature
        • Five predefined wildlife classes:
          • White-eared Kob
          • Mongalla Gazelle
          • Tiang
          • Reedbuck
          • Others
        • Each class is assigned a distinct color for easy identification

        3. Box Management:

          • Click and drag to create new boxes
          • Select boxes for editing
          • Resize boxes using corner and edge handles
          • Delete individual boxes or clear all annotations
          • Real-time statistics showing total boxes and selected box

          4. Advanced Features:

            • Interactive canvas with crosshair cursor
            • Responsive design that adapts to different screen sizes
            • Keyboard shortcuts for quick actions (Delete/Backspace to remove boxes, Escape to deselect)
            • Export annotations in YOLO format for machine learning applications

            5. User Interface:

              • Dark theme for reduced eye strain
              • Clear visual feedback for active selections
              • Intuitive controls with hover effects
              • Loading overlay with progress indication during AI detection
              • Helpful instructions and demonstration GIF

              The tool is particularly suited for wildlife researchers and data scientists working on wildlife detection projects, offering a balance between manual precision and AI-assisted automation.