Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →
Top 23 Gan Open-Source Projects
-
-
InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
-
CycleGAN
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
-
faceswap-GAN
A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
-
machine-learning-articles
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
-
edge-connect
EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212
-
WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
-
-
contrastive-unpaired-translation
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
-
-
-
descript-audio-codec
State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.
-
-
-
a-PyTorch-Tutorial-to-Super-Resolution
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution
-
SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Click to Learn more...
This is an Extension that integrates Bringing Old Photos Back to Life, an old photo restoration algorithm, into the Automatic1111 Webui, as suggested by this post. User can process a photo, then send it to img2img or Inpaint for further refinement.
The second link gives you the entire source code for training the model https://github.com/ajbrock/BigGAN-PyTorch/tree/master . Looks like BigGAN.py and BigGANdeep.py are the two files that define the architecture. Can you work with that?
Can someone help me understand the licensing of this?
https://github.com/sdv-dev/SDV/blob/main/LICENSE
It was MIT licensed up until 2022 where it was changed to what it is now, where they say that it will become MIT again 4 years after release... but is that from when the license was changed or the first release of the software in GitHub?
Project mention: Coding Wonderland: Contribute to YData Profiling and YData Synthetic in this Advent of Code | dev.to | 2023-12-05Send us your North ⭐️: "On the first day of Christmas, my true contributor gave to me..." a star in my GitHub tree! 🎵 If you love these projects too, star ydata-profiling or ydata-synthetic and let your friends know why you love it so much!
Project mention: Show HN: Sonauto – a more controllable AI music creator | news.ycombinator.com | 2024-04-10Hey HN,
My cofounder (four months ago, classmate) and I trained an AI music generation model and after a month of testing we're launching 1.0 today. Ours is interesting because it's a latent diffusion model instead of a language model, which makes it more controllable: https://sonauto.ai/
Others do music generation by training a Vector Quantized Variational Autoencoder like Descript Audio Codec (https://github.com/descriptinc/descript-audio-codec) to turn music into tokens, then training an LLM on those tokens. Instead, we ripped the tokenization part off and replaced it with a normal variational autoencoder bottleneck (along with some other important changes to enable insane compression ratios). This gave us a nice, normally distributed latent space on which to train a diffusion transformer (like Sora). Our diffusion model is also particularly interesting because it is the first audio diffusion model to generate coherent lyrics!
We like diffusion models for music generation because they have some interesting properties that make controlling them easier (so you can make your own music instead of just taking what the machine gives you). For example, we have a rhythm control mode where you can upload your own percussion line or set a BPM. Very soon you'll also be able to generate proper variations of an uploaded or previously generated song (e.g., you could even sing into Voice Memos for a minute and upload that!). @Musicians of HN, try uploading your songs and using Rhythm Control/let us know what you think! Our goal is to enable more of you, not replace you.
For example, we turned this drum line (https://sonauto.ai/songs/uoTKycBghUBv7wA2YfNz) into this full song (https://sonauto.ai/songs/KSK7WM1PJuz1euhq6lS7 skip to 1:05 if inpatient) or this other song I like better (https://sonauto.ai/songs/qkn3KYv0ICT9kjWTmins we accidentally compressed it with AAC instead of Opus which hurt quality, though)
We also like diffusion models because while they're expensive to train, they're cheap to serve. We built our own efficient inference infrastructure instead of using those expensive inference as a service startups that are all the rage. That's why we're making generations on our site FREE and UNLIMITED for as long as possible.
We'd love to answer your questions. Let us know what you think of our first model! https://sonauto.ai/
Project mention: How do I run this code from Papers in 100 lines of code? | /r/NeuralRadianceFields | 2023-09-22I wanted to try the some code written by Maxime Vandegar https://github.com/MaximeVandegar/Papers-in-100-Lines-of-Code/tree/main/KiloNeRF_Speeding_up_Neural_Radiance_Fields_with_Thousands_of_Tiny_MLPs
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Gans related posts
- Image Restoration Extension Request
- Photorealistic text guided human image editing using attention with GANs
- Photorealistic text guided human image editing using attention with GANs
- Photorealistic text guided human image editing using attention with GANs
- [R] Photorealistic human image editing using attention with GANs
- I'm looking for an AI Art generator from images
- Can anyone tell me what type of model can do this?
-
A note from our sponsor - InfluxDB
www.influxdata.com | 27 Apr 2024
Index
What are some of the best open-source Gan projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | pytorch-CycleGAN-and-pix2pix | 21,998 |
| 2 | Bringing-Old-Photos-Back-to-Life | 14,440 |
| 3 | CycleGAN | 12,132 |
| 4 | faceswap-GAN | 3,328 |
| 5 | machine-learning-articles | 3,073 |
| 6 | BigGAN-PyTorch | 2,803 |
| 7 | edge-connect | 2,474 |
| 8 | SDV | 2,117 |
| 9 | contrastive-unpaired-translation | 2,102 |
| 10 | Anime2Sketch | 1,888 |
| 11 | JoJoGAN | 1,400 |
| 12 | gansformer | 1,302 |
| 13 | ydata-synthetic | 1,286 |
| 14 | data-efficient-gans | 1,256 |
| 15 | CoreML-Models | 1,125 |
| 16 | descript-audio-codec | 847 |
| 17 | anycost-gan | 768 |
| 18 | Generative-AI | 752 |
| 19 | GANSketching | 710 |
| 20 | Fast-SRGAN | 638 |
| 21 | cartoonize | 600 |
| 22 | Papers-in-100-Lines-of-Code | 577 |
| 23 | a-PyTorch-Tutorial-to-Super-Resolution | 542 |
Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com