Features

  • Image Upload: Supports PNG, JPG, and JPEG formats.
  • Tumor Detection: Utilizes a YOLOv11 model to identify potential tumors.
  • Visual Feedback: Displays the original image and the processed image with bounding boxes highlighting detected tumors.
  • Clear Results: Explicitly states "No cancer detected" if the model finds no tumors above the confidence threshold.
  • Download Results: Allows users to download the processed image with annotations.
  • User-Friendly Interface: Built with Streamlit for simple interaction.
  • Image Resizing: Automatically resizes large images to prevent memory issues while maintaining aspect ratio.

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