ESRGAN

Upscale images and remove image noise.

ESRGAN is a machine learning model that upscales an image with minimal loss in quality.

Qualcomm® QCS8550
QCS8550 (Proxy)
71.9ms
Inference Time
0-3MB
Memory Usage
1,024NPU
Layers

Technical Details

Model checkpoint:ESRGAN_x4
Input resolution:128x128
Number of parameters:16.7M
Model size:64.0 MB

Applicable Scenarios

  • Virtual Real Estate Tours
  • Gaming
  • ARVR

Licenses

Source Model:APACHE-2.0
Deployable Model:AI Model Hub License

Supported IoT Devices

  • QCS8550 (Proxy)

Supported IoT Chipsets

  • Qualcomm® QCS8550