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sfu-mial / DermSynth3D

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Official code for "DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images". A data generation pipeline for creating photorealistic in-the-wild synthetic dermatalogical data with rich multi-task annotations for various skin-analysis tasks.

medical-imaging body-parser synthesis deeplearning skin-segmentation dermatology 3d-graphics image-blending synthetic-dataset-generation skin-images differentiable-rendering human-body-model lesion-segmentation lesion-detection human-anatomy human-part-segmentation lesion-analysis
  • Updated Jul 28, 2024
  • Jupyter Notebook

karthik-d / few-shot-dermoscopic-image-analysis

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Skin lesion image analysis that draws on meta-learning to improve performance in the low data and imbalanced data regimes.

machine-learning research deep-learning metric-learning transfer-learning research-paper imbalanced-data meta-learning skin-images metalearning few-shot-learning skin-lesion-classification skin-lesion skewed-data papers-with-code isic-challenge dermoscopy embedding-network meta-learning-algorithm long-tailed-distribution
  • Updated Mar 22, 2024
  • Python

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