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DiffusionPen – AI Model by konnik | AlphaNeural AI
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konnik
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DiffusionPen
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HTG
stable-diffusion
handwritten-text-generation
text-to-image
en
2409.06065
stable-diffusion-v1-5/stable-diffusion-v1-5
finetune
mit
us
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DiffusionPen: Towards Controlling the Style of Handwritten Text Generation
Paper -
DiffusionPen: Towards Controlling the Style of Handwritten Text Generation (ECCV 2024)
Git repo:
https://github.com/koninik/DiffusionPen
Model Description
This release includes pretrained models for DiffusionPen method. The repo includes:
IAM pre-processed dataset in .pt for direct loading in
saved_iam_data
Style weights for the style encoder (also DiffusionPen-class and DiffusionPen-triplet) in
style_models
DiffusionPen weights for IAM in
diffusionpen_iam_model_path/models
For VAE and DDIM we use
stable-diffusion-v1-5/stable-diffusion-v1-5
. More info on how to utilize weights and data files can be found in the git repo.
ArXiv
Nikolaidou, K., Retsinas, G., Sfikas, G. and Liwicki, M., 2024. DiffusionPen: Towards Controlling the Style of Handwritten Text Generation. arXiv preprint arXiv:2409.06065.
