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3d-machine-learning

A learning resource repository for 3D machine learning

3dcnn.torch

Volumetric CNN for feature extraction and object classification on 3D data.

albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

alxndrkalinin.github.io

amazon-planet

angiodysplasia-segmentation

Wining solution and its further development for MICCAI 2017 Endoscopic Vision Challenge Angiodysplasia Detection and Localization

atlasnet

This repository contains the source codes for the paper "AtlasNet: A Papier-Mâché Approach to Learning Mesh Synthesis". The network is able to synthesize a mesh (point cloud + connectivity) from a low-resolution point cloud, or from an image.

awesome-deepbio

A curated list of awesome deep learning applications in the field of computational biology

awesome-deepneuroimage

A curated list of awesome deep learning applications in the field of neurological image analysis

bbdm

BBDM: Image-to-image Translation with Brownian Bridge Diffusion Models

bisenet

Add bisenetv2. My implementation of BiSeNet

boneage

boxandwhisker

D3.js-based box-and-whisker diagram

cellprofiler

An open-source application for biological image analysis

classification_models_3d

Set of models for classifcation of 3D volumes

coding-interview-university

A complete computer science study plan to become a software engineer.

concept-to-clinic

ALCF Concept to Clinic Challenge

copairs

Find pairs and compute metrics between them.

cucim

cytodata.github.io

CytoData Society website

cytominer-eval

Common Evaluation Metrics for DataFrames

data-science-blogs

A curated list of data science blogs

datasets

Images and other data from the JUMP Cell Painting Consortium

dcn.tf

Dynamic Capacity Networks using Tensorflow

deconvolutionlab2

deep-review

A collaboratively written review paper on deep learning, genomics, and precision medicine

deep-rules

Ten Quick Tips for Deep Learning in Biology

deepcell3d

3D cell image classification

distributome-game

The Probability Distributome Game Webapp enables this exploration of natural phenomena and models as a game of matching pairs of processes and distributions.

drivendata-alzheimer-research-1st-place-solution

1st place solution for Clog Loss: Advance Alzheimer’s Research with Stall Catchers