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augmentor

Image augmentation library in Python for machine learning.

cem-rl

Combining Evolutionary Algorithms and deep RL in various ways

dcem

The Differentiable Cross-Entropy Method

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

elasticdeform

Differentiable elastic deformations for N-dimensional images (Python, SciPy, NumPy, TensorFlow, PyTorch).

google-research-metrics

Google Research

learn_noisy_labels_medical_images

[NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images

lml

The Limited Multi-Label Projection Layer

mbrl-lib

Library for Model Based RL

medicalmatting

medmnist

[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification

nnunet

pncnn

The official PyTorch implementation for "Uncertainty-Aware CNNs for Depth Completion: Uncertainty from Beginning to End"

probabilistic_unet

A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch_probunet

Probabilistic U-Net with MC-Dropout

radiology_image_preprocessing_for_deep_learning

A Quick Guide on Radiology Image Pre-processing for Deep Learning Applications in Prostate Cancer Research

semantic-segmentation-loss-functions

This Repository is implementation of majority of Semantic Segmentation Loss Functions

shifts

This repository contains data readers and examples for the three tracks of the Shifts Dataset and the Shifts Challenge.

tutorials

PyTorch tutorials.

uqinmia-miccai-2023

Repository associated to the UQinMIA Tutorial @ MICCAI 2023