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3d-espnet

Efficient Segmentation for Volumetric Data

3d-patch-based-keras-unet

A modular, 3D unet built in keras for 3D medical image segmentation. Also includes useful classes for extracting and training on 3D patches for data augmentation or memory efficiency.

3d-resnet-builder-for-keras

A module for creating 3D ResNets with different depths and additional features.

3d-unet--tensorflow

3D Unet for Isointense Infant Brain Image Segmentation

bdrar

Code for the ECCV 2018 paper "Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection"

covid19.miscnn

Robust Chest CT Image Segmentation of COVID-19 Lung Infection based on limited data

data-science-interview-questions-and-answers

Data science interview questions with answers. Not ideally (yet)

fast-shadow-detection

Fast Shadow Detection from a Single Image Using a Patched CNN

gitignore

A collection of useful .gitignore templates

insight_project_framework

Framework for machine learning projects at Insight Data Science

jupyter-tips-and-tricks

Using Project Jupyter for data science.

k-folds-cross-validation-example-python

Companion code from k-folds cross validation tutorial on kmdatascience.com

keras-resnet3d

Implementations of ResNets for volumetric data, including a vanilla resnet in 3D.

machine-learning-systems-design

A booklet on machine learning systems design with exercises

mia_bb

A method to segment overlapping nanoparticles using branch and bound algorithm

mia_isvc

A method to segment overlapping nanoparticles using concave points

mia_tip

A radial symmetry based method for segmentation of overlapping objects

miscnn

A framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning

ml-cheat-notes

My thecnical notes on machine learning

mtcnn

MTCNN face detection implementation for TensorFlow, as a PIP package.

multiclass-semantic-segmentation-camvid

Tensorflow 2 implementation of complete pipeline for multiclass image semantic segmentation using UNet, SegNet and FCN32 architectures on Cambridge-driving Labeled Video Database (CamVid) dataset.

nlp-workshop

patch_extractor

Patch Extraction from volume of medical images (MRI,PET,CT) with available Region of Interest (ROI)

regrcnn

This repository holds the code framework used in the paper Reg R-CNN: Lesion Detection and Grading under Noisy Labels. It is a fork of MIC-DKFZ/medicaldetectiontoolkit with regression capabilites.

retail-analytics

saliency

TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques

shadow-detection-using-lab-color-space

This repository contains the python implementation of a shadow detection algorithm

sononet-weights

Model descriptions and weights for all the variations of the SonoNet for real-time fetal standard scan plane detection.

st-cgan

Dataset and Code for our CVPR'18 paper ST-CGAN: "Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal"

tensorflow

An Open Source Machine Learning Framework for Everyone