marshiyar's picture
update
06ba502 verified
metadata
license: mit
language:
  - en
pipeline_tag: image-to-image
tags:
  - coreml
  - mlpackage
  - coremltools
  - ios
  - macos
  - apple-silicon
  - super-resolution
  - realesrgan
  - img2img
  - image-enhancement
  - upscale
  - denoise
  - xcode
  - neural-engine

A curated collection of CoreML (.mlpackage) models These Models Can be used easily inside of Xcode projects targeting across apple products

If you have link/download issues, my GitHub collection is here: https://github.com/marshiyar/CoreML-Model-Zoo (downloads in Releases)

RealESRGAN x2

Model contract
  • Predictions: 1x3x256x256 -> 1x3x512x512
  • Filename mapping: <model_id>.mlpackage

The File Sizes are based on it's zipped packaging

Model ID Size Input Output Profile
RealESRGAN_x2plus ⬇️ 31.1 MB base
RealESRGAN_x2plus_pal-4 ⬇️ 7.48 MB pal-4
RealESRGAN_x2plus_pal-6 ⬇️ 12.4 MB pal-6
RealESRGAN_x2plus_pal-8 ⬇️ 16 MB pal-8
RealESRGAN_x2plus_Q-8 ⬇️ 13.3 MB Q-8

Author

Arshiya Rahgozar
GitHub

Attributions

Thanks to the authors of Real-ESRGAN Real-world image super-resolution. Original project: xinntao/Real-ESRGAN (BSD-3-Clause).