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.

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Model Repository Hugging Face Research Paper

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

Supported Form Factors

Phone
Tablet

License

Model:BSD-3-CLAUSE

Supported Devices

Supported Chipsets

Qualcomm® QCM6690
Qualcomm® QCS6490
Qualcomm® QCS8275 (Proxy)
Qualcomm® QCS8550 (Proxy)
Qualcomm® QCS9075
Qualcomm® SA7255P
Qualcomm® SA8295P
Qualcomm® SA8775P
Snapdragon® 7 Gen 4 Mobile
Snapdragon® 8 Elite Mobile
Snapdragon® 8 Elite Gen 5 Mobile
Snapdragon® 8 Gen 1 Mobile
Snapdragon® 8 Gen 2 Mobile
Snapdragon® 8 Gen 3 Mobile
Snapdragon® 888 Mobile
Snapdragon® X Elite
Snapdragon® X Plus 8-Core
Snapdragon® X2 Elite

Related Models

ESRGAN

Upscale images and remove image noise.

Real-ESRGAN-General-x4v3

Upscale images and remove image noise.

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