Top 6 biggan Open-Source Projects

• PyTorch-StudioGAN

  9 3,366 6.1 Python

  StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

  

• BigGAN-PyTorch

  4 2,804 0.0 Python

  The author's officially unofficial PyTorch BigGAN implementation.

Project mention: [D] Pre-trained weights for GANs online? | /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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• pytorch-pretrained-BigGAN

  2 1,009 0.0 Python

  🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.

  

Project mention: [D] Pre-trained weights for GANs online? | /r/MachineLearning | 2023-05-18

To 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.

• anime_biggan_toy

  1 142 0.0 Jupyter Notebook

  Generate Amazing Anime Pictures With BigGAN. Just Have Fun !!!

• NeuralTextToImage

  2 12 2.3 Jupyter Notebook

  Colabs for text prompt steered image generators

• big-sleep-examples

  1 1 1.8 Python

  Examples code and images for programmatically generating images using Big Sleep (CLIP + BigGAN).

biggan related posts

• [D] Pre-trained weights for GANs online?

  2 projects | /r/MachineLearning | 18 May 2023

• [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)

  1 project | /r/MachineLearning | 9 Mar 2023

• I'm looking for an AI Art generator from images

  4 projects | /r/github | 3 Jan 2023

• [P] Implementations of 30 representative GANs and Comprehensive Benchmark for GAN, AR, and Diffusion Models (link in comments).

  1 project | /r/MachineLearning | 10 Jul 2022

• [P] Implementations of 30 representative GANs and Comprehensive Benchmark for GAN, AR, and Diffusion Models (link in comments).

  1 project | /r/MachineLearning | 10 Jul 2022

• [P], [R] Implementations of 30 Representative GANs and Comprehensive Benchmark for GAN, AR, and Diffusion Models (link in comments).

  1 project | /r/MachineLearning | 10 Jul 2022

• thehappydinoa/big-sleep-examples

  1 project | /r/bigsleep | 10 Jul 2021
• A note from our sponsor - InfluxDB
  www.influxdata.com | 7 May 2024

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