ilo
[ICML 2021] Official implementation: Intermediate Layer Optimization for Inverse Problems using Deep Generative Models (by giannisdaras)
nind-denoise
Image denoising using the Natural Image Noise Dataset (by trougnouf)
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| ilo | nind-denoise | |
|---|---|---|
| 1 | 1 | |
| 117 | 23 | |
| - | - | |
| 1.8 | 2.1 | |
| almost 2 years ago | 9 months ago | |
| Python | Python | |
| - | GNU General Public License v3.0 only |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
ilo
Posts with mentions or reviews of ilo.
We have used some of these posts to build our list of alternatives
and similar projects.
-
ResNet says Bullfrog
Github of the original research used: https://github.com/giannisdaras/ilo
nind-denoise
Posts with mentions or reviews of nind-denoise.
We have used some of these posts to build our list of alternatives
and similar projects.
-
GIMP-ML Development
I am currently trying to improve the denoiser on https://github.com/trougnouf/nind-denoise with a modified U-Net and new data and I would like to add it to gimp before I switch development to a raw approach (beginning of pixel pipeline, ie a darktable module). I was considering G'MIC but maybe this is the way too :)
What are some alternatives?
When comparing ilo and nind-denoise you can also consider the following projects:
stylegan-waifu-generator - Generate your waifu with styleGAN, stylegan老婆生成器
BJDD_CVPR21 - This is the official implementation of Beyond Joint Demosaicking and Denoising from CVPRW21.
alias-free-gan-pytorch - Unofficial implementation of Alias-Free Generative Adversarial Networks. (https://arxiv.org/abs/2106.12423) in PyTorch
pytorch-tutorial - PyTorch Tutorial for Deep Learning Researchers
swin2sr - Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runs https://replicate.com/mv-lab/swin2sr
yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
python-hpilo - Accessing the HP iLO XML interface from python