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dice-coefficient

Here are 40 public repositories matching this topic...

aceakash / string-similarity

Finds degree of similarity between two strings, based on Dice's Coefficient, which is mostly better than Levenshtein distance.

javascript strings string-similarity string-comparison dice-coefficient

Updated May 1, 2023
JavaScript

wolny / pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

pytorch unet semantic-segmentation volumetric-data 3d-segmentation dice-coefficient unet-pytorch groupnorm 3d-unet pytorch-3dunet residual-unet

Updated Oct 4, 2024
Jupyter Notebook

adrg / strutil

Go metrics for calculating string similarity and other string utility functions

Updated Nov 25, 2024
Go

shalabh147 / Brain-Tumor-Segmentation-and-Survival-Prediction-using-Deep-Neural-Networks

Use of state of the art Convolutional neural network architectures including 3D UNet, 3D VNet and 2D UNets for Brain Tumor Segmentation and using segmented image features for Survival Prediction of patients through deep neural networks.

deep-neural-networks deep-learning medical-imaging segmentation dice-scores keras-tensorflow survival-models dice-coefficient brain-tumor-segmentation unet-3d cnn-segmentation vnet3d survival-prediction glioma mri-segmentation dice-loss brats-dataset aiformedicine unet-architecture

Updated Jul 24, 2020
Jupyter Notebook

vickumar1981 / stringdistance

A fuzzy matching string distance library for Scala and Java that includes Levenshtein distance, Jaro distance, Jaro-Winkler distance, Dice coefficient, N-Gram similarity, Cosine similarity, Jaccard similarity, Longest common subsequence, Hamming distance, and more..

Updated Apr 25, 2022
Scala

Mr-TalhaIlyas / Loss-Functions-Package-Tensorflow-Keras-PyTorch

Loss function Package Tensorflow Keras PyTOrch

keras pytorch loss-functions dice-coefficient focal-tversky-loss tensorflow2 dice-loss tversky-loss combo-loss weighted-cross-entropy-loss

Updated Jul 2, 2023

hbakhtiyor / strsim

string similarity based on Dice's coefficient in go

go golang strings string-matching string-similarity string-comparison dice-coefficient

Updated Jan 7, 2019
Go

fitushar / 3DUnet_tensorflow2.0

This Repo is for implementation of 3D unet in Tensorflow 2.0v

dice-coefficient 3d-unet tensorflow2-3d-segmentation-model 3d-unet-tf2 binary-segmentation

Updated Apr 24, 2020
Python

ai-med / nn-common-modules

Pytorch Implementations of Common modules, blocks and losses for CNNs specifically for segmentation models

computer-vision deep-learning pytorch medical-imaging convolutional-layers segmentation densenet convolutional-neural-networks encoder-decoder dice-coefficient cross-entropy-loss

Updated Feb 2, 2021
Python

gaurav104 / LungSegmentation

This was my research project at IIT Bombay on Lung Segmentation from Chest X-Rays Images

fcn chest-xray-images unet semantic-segmentation fully-convolutional-networks medical-image-processing dice-coefficient unet-pytorch

Updated Jul 13, 2018
Python

angadbajwa23 / Segmentation-of-2D-Brain-MR-Images-using-Deep-Neural-Architectures

Image Segmentation using U-Net, U-Net with skip connections and M-Net architectures

computer-vision data-visualization resnet m-net u-net imagesegmentation dice-coefficient brain-tumor-segmentation

Updated Jan 13, 2022
Jupyter Notebook

m-clark / confusionMatrix

Report various statistics stemming from a confusion matrix in a tidy fashion. 🎯

Updated Jul 10, 2020
R

bragancas / VNet_PyTorch-Atriaseg2018

An image segmentation project using PyTorch to segment the Left Atrium in 3D Late gadolinium enhanced - cardiac MR images of the human heart.

deep-learning pytorch convolutional-neural-networks image-segmentation boto3 vnet attention-mechanism cardiac-segmentation focal-loss dice-coefficient vnet3d boundary-losses

Updated Jul 18, 2021
Python

dgraham / scores

String similarity ranking for Vim's CtrlP fuzzy file finder.

vim ctrlp string-similarity dice-coefficient

Updated Oct 31, 2024
Rust

Mr-TalhaIlyas / Evaluation-Metrics-Package-Tensorflow-PyTorch-Keras

ML/CNN Evaluation Metrics Package

curve confusion-matrix roc-curve precision-recall-curve dice-coefficient precision-recall average-precision f-measure object-detection-metrics classification-accuracy segmentaion-metrics classification-metrics

Updated Aug 3, 2022

tarun360 / Adversarial-Attack-on-3D-U-Net-model-Brain-Tumour-Segmentation.

Adversarial Attack on 3D U-Net model: Brain Tumour Segmentation.

visualization machine-learning computer-vision deep-learning robust segmentation convolutional-neural-networks robustness enhancing u-net fgsm adversarial-attacks unbalanced-data dice-coefficient brain-tumor brain-tumor-segmentaiton brain-tumour fast-gradient-sign-attack carlini-wagner-attack

Updated Sep 20, 2023
Jupyter Notebook

FoxxMD / string-sameness

Compare the sameness of two strings

typescript string text levenshtein-distance compare cosine-similarity dice-coefficient sameness

Updated Jun 25, 2024
TypeScript

kesarawimal / compare-strings

Finds degree of similarity between two strings, based on Dice's Coefficient and Levenshtein Distance.

javascript strings string-similarity string-comparison dice-coefficient

Updated Jun 21, 2019
JavaScript

xilin-tian / Resume_Classification

This is a project that put in a sample resume then extract the skills, and then use those skills to find the best matches in the resume dataset.

nlp machine-learning natural-language-processing jupyter-notebook pandas spacy pytest kmeans-clustering dice-coefficient

Updated Aug 16, 2022
Jupyter Notebook

cosmicac / ucsf-mri-seg

CNN for Synovitis Segmentation in MRI

machine-learning tensorflow cnn medical-imaging volume mri-images 3d fully-convolutional-networks image-segmentation-tensorflow dice-coefficient

Updated Jan 8, 2018
Python

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