Awesome
<p align="center"> <img src="https://github.com/Sirosky/Upscale-Hub/assets/2752448/a36d9d0a-e975-48ef-8281-003ad4a84c7f"/> </p> <p align="center"> <img src="https://github.com/Sirosky/Upscale-Hub/assets/2752448/1c9009c0-2358-4f23-8596-945afff8824b" width="256"/> <img src="https://github.com/Sirosky/Upscale-Hub/assets/2752448/0071c44d-f3ba-4a20-b33a-82e023395f61" width="256"/> <img src="https://github.com/Sirosky/Upscale-Hub/assets/2752448/e2295014-f222-4531-8a17-991609cd2bd8" width="256"/> </p>✨ How to Upscale
- Want to upscale a video? Take a look here.
- Want to upscale an image or multiple images? Take a look here.
📈 How to Train Your Own Model
If you're looking for a guide on how to train your own model, check out the following:
- Training a Model in neosr- A guide I wrote which is up-to-date with current training methodologies, and my totally unbiased personal takes.
- Training an image upscaling model- For those that prefer the video format. I recommend using neosr, but much of the information is still applicable.
- Additional resources for training - A list of additional resources and other information for training purposes, prepared by Kim2091.
⏬ Released Models
[!TIP] Click on a banner to download or for more information.
Legacy Models
Looking for one of my older models? You can still find them here.
🤝 Tools Utilized and Acknowledgements
- chaiNNer by Joey and contributors: The backbone of any of my bulk image processing and upscaling process. These models would not be possible without ChaiNNer.
- ImgAlign by sonic41592: A fantastic little tool which can automate one of those tedious parts of image pair dataset preparation.
- Image Pearer: A tool to automate the image pairing process by yours truly. Allows automation of the other most tedious part of the image pair dataset preparation process.
- OpenModelDB: A fantastic resource for all things upscaling.
- neosr by muslll: The hottest new training platform! neosr now has its own Discord, which can be found here.
- TraiNNer Redux and Forks by Joey, muslll and other contributors. While I've largely moved over to neosr, I've spent a LOT of time on Redux.
- Dataset Destroyer by Kim2091: A crucial part of the dataset preparation process that makes image degradation oh so easy!
- The developers and contributors to neural network models such as ESRGAN, SRVGGNetCompact, OmniSR, SwinIR and more for developing the networks on which these models are based.
- Simple Image Compare: Another tool by yours truly. A minimalistic image comparison tool which I developed because ICAT sucks.
- AnimeJaNai Converter GUI by the database: The easiest way to start upscaling videos.
- And last but certainly not least, the Enhance Everything Discord community for their invaluable support and guidance. I also blame them for my neural network training addiction.