Real-ESRGAN-x4plus

Upscale images and remove image noise.

Real‑ESRGAN is a machine learning model that upscales an image with minimal loss in quality. The implementation is a derivative of the Real‑ESRGAN‑x4plus architecture, a larger and more powerful version compared to the Real‑ESRGAN‑general‑x4v3 architecture.

Not supported

This model is currently not supported on any IoT chipset.

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Technical Details

Model checkpoint:RealESRGAN_x4plus
Input resolution:128x128
Number of parameters:16.7M
Model size (float):63.9 MB
Model size (w8a8):16.7 MB

Applicable Scenarios

  • Virtual Real Estate Tours
  • Gaming
  • ARVR

License

Supported IoT Devices

  • Dragonwing IQ-9075 EVK
  • Dragonwing IQ-X5121
  • Dragonwing IQ-X7181
  • Dragonwing Q-6690 MTP
  • Dragonwing Q-7790
  • Dragonwing Q-8750
  • Dragonwing RB3 Gen 2 Vision Kit
  • QCS8275 (Proxy)
  • QCS8550 (Proxy)

Supported IoT Chipsets

  • Qualcomm® QCM6690
  • Qualcomm® QCS6490
  • Qualcomm® QCS8275 (Proxy)
  • Qualcomm® QCS8550 (Proxy)
  • Qualcomm® QCS9075

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