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MaybeRichard
/
OCTFlow

Diffusers
ophthalmology
OCT
fundus
medical-imaging
diffusion
stable-diffusion-3
segmentation
instruction-tuning
Model card Files Files and versions
xet
Community

Instructions to use MaybeRichard/OCTFlow with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Diffusers

    How to use MaybeRichard/OCTFlow with Diffusers:

    pip install -U diffusers transformers accelerate
    import torch
    from diffusers import DiffusionPipeline
    
    # switch to "mps" for apple devices
    pipe = DiffusionPipeline.from_pretrained("MaybeRichard/OCTFlow", dtype=torch.bfloat16, device_map="cuda")
    
    prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k"
    image = pipe(prompt).images[0]
  • Notebooks
  • Google Colab
  • Kaggle
OCTFlow / results /figs
7.91 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 1 commit
MaybeRichard's picture
MaybeRichard
OCTFlow 2026-06-10: base_v2+stageA_v3+v3b2 (stripped) + results bundle (report/figs/manuscript)
1fe9f75 verified 23 days ago
  • fd_onestep_sanity.png
    2.79 MB
    xet
    OCTFlow 2026-06-10: base_v2+stageA_v3+v3b2 (stripped) + results bundle (report/figs/manuscript) 23 days ago
  • forest_auroc.png
    53.1 kB
    OCTFlow 2026-06-10: base_v2+stageA_v3+v3b2 (stripped) + results bundle (report/figs/manuscript) 23 days ago
  • heatmap.png
    96.3 kB
    OCTFlow 2026-06-10: base_v2+stageA_v3+v3b2 (stripped) + results bundle (report/figs/manuscript) 23 days ago
  • hero_matrix.png
    227 kB
    xet
    OCTFlow 2026-06-10: base_v2+stageA_v3+v3b2 (stripped) + results bundle (report/figs/manuscript) 23 days ago
  • qual_denoise.png
    4.42 MB
    xet
    OCTFlow 2026-06-10: base_v2+stageA_v3+v3b2 (stripped) + results bundle (report/figs/manuscript) 23 days ago
  • radar.png
    204 kB
    xet
    OCTFlow 2026-06-10: base_v2+stageA_v3+v3b2 (stripped) + results bundle (report/figs/manuscript) 23 days ago
  • spectrum.png
    122 kB
    xet
    OCTFlow 2026-06-10: base_v2+stageA_v3+v3b2 (stripped) + results bundle (report/figs/manuscript) 23 days ago