James Dolezal (jamesdolezal)

jamesdolezal

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Company:University of Chicago Medical Center

Location:Chicago, IL

Twitter:@jamesdolezal

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James Dolezal's repositories

slideflow

Deep learning library for digital pathology, with both Tensorflow and PyTorch support.

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biscuit

Bayesian Inference of Slide-level Confidence via Uncertainty Index Thresholding

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synthetic-histology

Synthetic histology using GANs, for deep learning model explainability and trainee education.

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stylegan2-slideflow

StyleGAN2-ADA - Modified with Slideflow Support

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simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

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cellpose

a generalist algorithm for cellular segmentation with human-in-the-loop capabilities

Language:Jupyter NotebookLicense:BSD-3-ClauseStargazers:0Issues:0Issues:0

dinov2

PyTorch code for the DINOv2 self-supervised learning method, with Slideflow support.

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slideflow-diffusion

Slideflow integration with Stable Diffusion, a latent text-to-image diffusion model

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stylegan3-slideflow

Slideflow implementation of StyleGAN3

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tfrecord

TFRecord reader for PyTorch

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yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

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