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Top 4 Python biggan Projects
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PyTorch-StudioGAN
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
Project mention: [R] GigaGAN: A Large-scale Modified GAN Architecture for Text-to-Image Synthesis. Better FID Score than Stable Diffusion v1.5, DALL·E 2, and Parti-750M. Generates 512px outputs at 0.13s. Native Prompt mixing, Prompt Interpolation and Style Mixing. A GigaGAN Upscaler is also introduced (Up to 4K) | reddit.com/r/MachineLearning | 2023-03-09Given the first author I'd expect it to land in StudioGAN sometime in the future. Training it from scratch will definitely be costly though.
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Project mention: [D] Pre-trained weights for GANs online? | reddit.com/r/MachineLearning | 2023-05-18
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?
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Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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pytorch-pretrained-BigGAN
🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.
Project mention: [D] Pre-trained weights for GANs online? | reddit.com/r/MachineLearning | 2023-05-18To my surprise, there don't seem to be many GAN weights available for download. Worse yet, many that are available (e.g., https://github.com/huggingface/pytorch-pretrained-BigGAN ) only come with pre-trained generator weights, not discriminator weights. But I need both.
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big-sleep-examples
Examples code and images for programmatically generating images using Big Sleep (CLIP + BigGAN).
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).
The latest post mention was on 2023-05-18.
Python biggan related posts
- [D] Pre-trained weights for GANs online?
- [R] GigaGAN: A Large-scale Modified GAN Architecture for Text-to-Image Synthesis. Better FID Score than Stable Diffusion v1.5, DALL·E 2, and Parti-750M. Generates 512px outputs at 0.13s. Native Prompt mixing, Prompt Interpolation and Style Mixing. A GigaGAN Upscaler is also introduced (Up to 4K)
- I'm looking for an AI Art generator from images
- [P] Implementations of 30 representative GANs and Comprehensive Benchmark for GAN, AR, and Diffusion Models (link in comments).
- [P] Implementations of 30 representative GANs and Comprehensive Benchmark for GAN, AR, and Diffusion Models (link in comments).
- [P], [R] Implementations of 30 Representative GANs and Comprehensive Benchmark for GAN, AR, and Diffusion Models (link in comments).
- thehappydinoa/big-sleep-examples
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www.onlyoffice.com | 30 May 2023
Index
What are some of the best open-source biggan projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | PyTorch-StudioGAN | 3,179 |
| 2 | BigGAN-PyTorch | 2,677 |
| 3 | pytorch-pretrained-BigGAN | 978 |
| 4 | big-sleep-examples | 1 |
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