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RealESRGAN-CoreML
VincentGOURBIN/RealESRGAN-CoreML
RealESRGAN-CoreML is a machine learning model from VincentGOURBIN. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as bsd-3-clause.
CoreML conversion of xinntao/Real-ESRGAN (RealESRGANx4plus) for use in macOS/iOS apps.
Access
Public
Updated Mar 3, 2026
Repo size
75.8 MB
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0
Public
Repo makeup
Click a slice to open those files.
.zip75.8 MB · 100%
At a glance
- License
- bsd-3-clause
- Access
- Public
- Created
- Mar 2, 2026
- Updated
- Mar 3, 2026
- SHA
- da0d01ce
Model card
From the Hugging Face model README
Real-ESRGAN CoreML
CoreML conversion of xinntao/Real-ESRGAN (RealESRGAN_x4plus) for use in macOS/iOS apps.
Model
- Architecture: RRDBNet (23 RRDB blocks, 64 features, 32 growth channels)
- Scale: 4x upscaling
- Precision: Float16
- Input:
(1, 3, 256, 256)— RGB normalized [0, 1] - Output:
(1, 3, 1024, 1024)— RGB [0, 1] - Size: ~33 MB (mlpackage), ~30 MB (zip)
- Target: macOS 15+
Usage
Download RealESRGAN-x4plus.mlpackage.zip, unzip, then compile:
let compiledURL = try MLModel.compileModel(at: mlpackageURL)
let model = try MLModel(contentsOf: compiledURL)
For images larger than 256x256, use tile-based processing with overlap padding.
License
BSD-3-Clause (same as original Real-ESRGAN)
Credits
- Original model: xinntao/Real-ESRGAN
- Converted for Fluxforge Studio
- License
- bsd-3-clause
- Created
- Mar 2, 2026
- Updated
- Mar 3, 2026