BasicSR
torchSR
| BasicSR | torchSR | |
|---|---|---|
| 5 | 1 | |
| 6,198 | 165 | |
| 2.3% | - | |
| 0.0 | 5.9 | |
| 8 days ago | 4 months ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
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BasicSR
- About Open Source Image and Video Restoration Toolbox
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Super-Resolution Generative Adversarial Networks (SRGAN)
I think you might be interested in https://github.com/XPixelGroup/BasicSR
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Just saw a demo of nvidias super resolution. Is the software already available to the end user and can one upsize ones old „family“ photos to something astonishingly crisp and detailed for prints?
It's not the same but GFPGan works quite well, you might want to check out BasicSR. The Remini mobile app is impressive too.
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Anyone currently able to run Real-ESRGAN notebooks on colab currently?
!pip install git+https://github.com/xinntao/BasicSR.git
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Training ESRGAN: Seemingly impossible
So, I was using a pretty high-end machine with an AMD RX 6900 XT GPU, ready to do some GPU accelerated computing. I had booted into Windows 10. I followed a guide for training on my own dataset. PyTorch was the name of the framework that served as the foundation for [BasicSR[(https://github.com/xinntao/BasicSR), which in turn provided the tools I needed.
torchSR
What are some alternatives?
GFPGAN - GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
EDSR_Tensorflow - TensorFlow implementation of 'Enhanced Deep Residual Networks for Single Image Super-Resolution'.
Real-ESRGAN - Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
datasette - An open source multi-tool for exploring and publishing data
ESRGAN - ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.
datasets - 🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
dalle-flow - 🌊 A Human-in-the-Loop workflow for creating HD images from text
torchinfo - View model summaries in PyTorch!
Real-ESRGAN-colab - A Real-ESRGAN model trained on a custom dataset
torchgeo - TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
EGVSR - Efficient & Generic Video Super-Resolution
label-studio - Label Studio is a multi-type data labeling and annotation tool with standardized output format