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synthetic_mri_generation_sd_xl – AI Model by BogdanTurbal | AlphaNeural AI
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synthetic_mri_generation_sd_xl
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diffusers
stable-diffusion-xl
stable-diffusion-xl-diffusers
text-to-image
diffusers-training
lora
stabilityai/stable-diffusion-xl-base-1.0
adapter
creativeml-openrail-m
us
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BRAIN with Alzheimer's MRI generation (LoRA text2image fine-tuning)
These are LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0. Original dataset:
https://www.kaggle.com/datasets/tourist55/alzheimers-dataset-4-class-of-images
.
With this model, you can generate an MRI of the brain of 4 classes:
NonDemented
VeryMildDemented
MildDemented
ModerateDemeneted
For generation use the following corresponding prompts (or any other modification)
MRI of NonDemented brain
MRI of VeryMildDemented brain
MRI of MildDemented brain
MRI of ModerateDemeneted brain
img_0
img_1
img_2
img_3
img_4
img_5
LoRA for the text encoder was enabled: False.
Special VAE used for training: madebyollin/sdxl-vae-fp16-fix.
Intended uses & limitations
How to use
# TODO: add an example code snippet for running this diffusion pipeline
Limitations and bias
[TODO: provide examples of latent issues and potential remediations]
Training details
[TODO: describe the data used to train the model]
