StableSR
SUPIR
StableSR | SUPIR | |
---|---|---|
1 | 3 | |
1,856 | 3,510 | |
- | - | |
6.9 | 7.1 | |
about 2 months ago | about 1 month ago | |
Python | Python | |
GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
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.
StableSR
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What neural net for SISR?
A professor suggested to try to fine tune the state of the art model StableSR, but there's just no way I can run the it on either the hardware I have access to or Colab (even tho I do have the pro version).
SUPIR
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Compressing Images with Neural Networks
Current SOTA open source is I believe SUPIR (Example - https://replicate.com/p/okgiybdbnlcpu23suvqq6lufze), but it needs a lot of VRAM, or you can run it through replicate, or here's the repo (https://github.com/Fanghua-Yu/SUPIR)
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SUPIR Full Tutorial + 1 Click 12GB VRAM Windows & RunPod / Linux Installer + Batch Upscale + Comparison With Magnific
Original repo of SUPIR: https://github.com/Fanghua-Yu/SUPIR
- FLaNK Stack 05 Feb 2024
What are some alternatives?
sd-webui-stablesr - StableSR for Stable Diffusion WebUI - Ultra High-quality Image Upscaler
Stable-Diffusion - Stable Diffusion, SDXL, LoRA Training, DreamBooth Training, Automatic1111 Web UI, DeepFake, Deep Fakes, TTS, Animation, Text To Video, Tutorials, Guides, Lectures, Courses, ComfyUI, Google Colab, RunPod, NoteBooks, ControlNet, TTS, Voice Cloning, AI, AI News, ML, ML News, News, Tech, Tech News, Kohya LoRA, Kandinsky 2, DeepFloyd IF, Midjourney
GFPGAN - GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
Graal - GraalVM compiles Java applications into native executables that start instantly, scale fast, and use fewer compute resources 🚀
Real-ESRGAN - Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
metaflow - :rocket: Build and manage real-life ML, AI, and data science projects with ease!
video2x - A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley II, 2018.
openvino - OpenVINOâ„¢ is an open-source toolkit for optimizing and deploying AI inference
CodeFormer - [NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer
DeepCache - [CVPR 2024] DeepCache: Accelerating Diffusion Models for Free