ddpm-EmojiAlignedFaces-64

Model description

This diffusion model is trained with the 🤗 Diffusers library on the Norod78/EmojiFFHQAlignedFaces dataset.

How to use

from diffusers import DDPMPipeline, DDIMPipeline, PNDMPipeline


def main():
    model_id = "Norod78/ddpm-EmojiAlignedFaces-64"

    # load model and scheduler
    ddpm = DDPMPipeline.from_pretrained(model_id)  # you can replace DDPMPipeline with DDIMPipeline or PNDMPipeline for faster inference

    # run pipeline in inference (sample random noise and denoise)
    image = ddpm()["sample"]

    # save image
    image[0].save("ddpm_generated_image.jpg")
    image[0].show()

if __name__ == '__main__':
    main()

Training data

Norod78/EmojiFFHQAlignedFaces

Training results

📈 TensorBoard logs