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BGNet

Segment images in real‑time on device.

BGNet or Boundary‑Guided Network, is a model designed for camouflaged object detection. It leverages edge semantics to enhance the representation learning process, making it more effective at identifying objects that blend into their surroundings

Note: BGNet cannot be downloaded directly due to licensing restrictions. You can export a model ready for on-device deployment using the AI Hub service.

Technical Details

Model checkpoint:BGNet
Input resolution:416x416
Number of parameters:77.8M
Model size (float):297 MB

Applicable Scenarios

  • Self-driving cars

Supported Mobile Form Factors

  • Phone
  • Tablet

Licenses

Deployable Model:AI-HUB-MODELS-LICENSE

Tags

  • real-time

Supported Mobile Devices

  • Samsung Galaxy S21
  • Samsung Galaxy S21 Ultra
  • Samsung Galaxy S21+
  • Samsung Galaxy S22 5G
  • Samsung Galaxy S22 Ultra 5G
  • Samsung Galaxy S22+ 5G
  • Samsung Galaxy S23
  • Samsung Galaxy S23 Ultra
  • Samsung Galaxy S23+
  • Samsung Galaxy S24
  • Samsung Galaxy S24 Ultra
  • Samsung Galaxy S24+
  • Samsung Galaxy Tab S8
  • Snapdragon 8 Elite QRD
  • Xiaomi 12
  • Xiaomi 12 Pro

Supported Mobile Chipsets

  • Snapdragon® 8 Elite Mobile
  • Snapdragon® 8 Gen 1 Mobile
  • Snapdragon® 8 Gen 2 Mobile
  • Snapdragon® 8 Gen 3 Mobile
  • Snapdragon® 888 Mobile

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