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was-node-suite-weights

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metadata 
license: other
license_name: per-file
tags:
  - image-restoration
  - hdr
  - denoising
  - low-light

WAS Node Suite weights

A stable mirror of the checkpoints the WAS Node Suite Power Preprocessor loads, so a node does not break when a third-party copy is moved or removed. Nothing here is trained by this project. Every file keeps the licence of the work it came from, and each is listed with its origin below.

denoise/

File Original Licence
scunet_color_real_psnr.pth cszn/SCUNet, Kai Zhang Apache-2.0
NAFNet-SIDD-width32.pth megvii-research/NAFNet MIT, with Apache-2.0 for BasicSR
NAFNet-SIDD-width64.pth megvii-research/NAFNet MIT, with Apache-2.0 for BasicSR

hdr/

Converted to safetensors for native ComfyUI inference.

File Original Licence
hdrcnn.safetensors gabrieleilertsen/hdrcnn, Gabriel Eilertsen BSD-3-Clause

low_light/

File Original Licence
hvi-cidnet-generalization.safetensors Fediory/HVI-CIDNet MIT
hvi-cidnet-sice.safetensors Fediory/HVI-CIDNet MIT
hvi-cidnet-sony-total-dark.safetensors Fediory/HVI-CIDNet MIT
hvi-cidnet-fivek.safetensors Fediory/HVI-CIDNet MIT
retinexformer-ntire.pth caiyuanhao1998/Retinexformer MIT
retinexformer-lol-v1.pth same MIT
retinexformer-lol-v2-real.pth same MIT
retinexformer-lol-v2-synthetic.pth same MIT
retinexformer-fivek.pth same MIT
retinexformer-sid.pth same MIT
retinexformer-smid.pth same MIT
retinexformer-sdsd-indoor.pth same MIT
retinexformer-sdsd-outdoor.pth same MIT
darkir-m.pt cidautai/DarkIR MIT

birefnet/

File Original Licence
birefnet/General.safetensors ZhengPeng7/BiRefNet MIT
birefnet/General-HR.safetensors ZhengPeng7/BiRefNet MIT
birefnet/General-dynamic.safetensors ZhengPeng7/BiRefNet MIT
birefnet/General-reso_512.safetensors ZhengPeng7/BiRefNet MIT
birefnet/DIS.safetensors ZhengPeng7/BiRefNet MIT
birefnet/DIS-TR_TEs.safetensors ZhengPeng7/BiRefNet MIT
birefnet/COD.safetensors ZhengPeng7/BiRefNet MIT
birefnet/HRSOD.safetensors ZhengPeng7/BiRefNet MIT
birefnet/Matting-HR.safetensors ZhengPeng7/BiRefNet MIT
birefnet/Portrait.safetensors ZhengPeng7/BiRefNet MIT

ben2/

File Original Licence
ben2/ben2-base.safetensors PramaLLC/BEN2 MIT

Citations 

Zhang et al., Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis, 2022.
Chen et al., Simple Baselines for Image Restoration, ECCV 2022.
Yan et al., HVI: A New Color Space for Low-light Image Enhancement, CVPR 2025.
Cai et al., Retinexformer: One-stage Retinex-based Transformer for Low-light
Image Enhancement, ICCV 2023.
Feijoo et al., DarkIR: Robust Low-Light Image Restoration, 2024.
Zheng et al., Bilateral Reference for High-Resolution Dichotomous Image
Segmentation, 2024.