GitHunt

Debesh Jha

DebeshJha

Assistant Professor working on medical image analysis using deep learning.

University of South Dakota
Vermillion, USA
http://debeshjha.com/

Languages

Python79%TypeScript16%HTML5%

Top Repositories

ResUNetPlusPlus

Official code for ResUNetplusplus for medical image segmentation (TensorFlow & Pytorch implementation)

245Python
2020-CBMS-DoubleU-Net

Official implementation of DoubleU-Net for Semantic Image Segmentation in TensorFlow & Pytorch (Nominated for Best Paper Award (IEEE CBMS))

240Python
ResUNetPlusPlus-with-CRF-and-TTA

Official implementation of ResUNet++, CRF, and TTA for segmentation of medical images (IEEE JBIHI)

126Python
ColonSegNet

Official implementation of ColonSegNet: Real-Time Polyp Segmentation (Used in NVIDIA Clara Holoscan App for Polyp Segmentation)

54Python
GastroVision

GastroVision: A Multi-class Endoscopy Image Dataset for Computer Aided Gastrointestinal Disease Detection (https://osf.io/84e7f/)

52Python
ResUNetplusplus-PyTorch-

PyTorch implementation of ResUNet++ for Medical Image segmentation

33Python

Repositories

101
DE
DebeshJha/ResUNetplusplus-PyTorch-

PyTorch implementation of ResUNet++ for Medical Image segmentation

Python333Updated 1 day ago
medical-image-segmentationpolyp-segmentationpythonpytorchresidual-networksresunet-plus-plus
DE
DebeshJha/ResUNetPlusPlus

Official code for ResUNetplusplus for medical image segmentation (TensorFlow & Pytorch implementation)

Python24547Updated 3 weeks ago
asppattentionconv2dimage-segmentationmedical-image-segmentationpytorchpytorch-implementationresidual-networksresunetresunet-architectureresunet-plus-plussqueeze-and-excitationtensorflowunetunet-model
DE
DebeshJha/DentiMap

No description provided.

TypeScript21Updated 3 weeks ago
DE
DebeshJha/GastroVision

GastroVision: A Multi-class Endoscopy Image Dataset for Computer Aided Gastrointestinal Disease Detection (https://osf.io/84e7f/)

Python528Updated 1 month ago
classificationcolorectalcolorectal-cancergastroenterologygastrointestinalgastrointestinal-bleedinggastrointestinal-diseasesgastrointestinal-pathologiesopen-accesspolypsulcerative-colitis
DE
DebeshJha/Kvasir-SEG

Kvasir-SEG: A Segmented Polyp Dataset

162Updated 2 months ago
colon-cancercolonoscopydatasetdataset-creationearly-detectionearly-diagnonosismachine-learningpolyppolyp-detectionpolyp-segmentationpolyp-segmentation-task
DE
DebeshJha/ResUNetPlusPlus-with-CRF-and-TTA

Official implementation of ResUNet++, CRF, and TTA for segmentation of medical images (IEEE JBIHI)

Python12626Updated 2 months ago
computer-visionconvolutional-neural-networksdeep-learningimage-segmantationimage-segmentationmedical-imagingpytorchpytorch-implementationresunetresunet-architecturesegmentationsemantic-segmentationtensorflowunetunet-image-segmentation
DE
DebeshJha/DebeshJha

No description provided.

20Updated 2 months ago
DE
DebeshJha/DoubleUNet

PyTorch implementation of DoubleUNet for medical image segmentation

Python140Updated 2 months ago
data-sciencedata-science-bowl-2018doubleunetimage-segmentation-pytorchmedical-image-analysismedical-image-segmentationmedical-imagingpolyp-segmentationsegmentation-modelsskin-lesion-segmentationunetunet-image-segmentation
DE
DebeshJha/Kvasir-Instrument

GitHub repository for the Kvasir-instrument dataset

161Updated 2 months ago
benchmarkcolonoscopydatasetendoscopyinstrumentkvasir-instrumentmedical-image-segmentationopen-source-datapublic-datasetsegmentationsurgical-instrumentunet
DE
DebeshJha/PolypGen

A multi-centre polyp detection and segmentation dataset for generalisability assessment https://www.nature.com/articles/s41597-023-01981-y

291Updated 3 months ago
colon-cancercolonoscopycolorectal-cancerdatasetmedical-applicationmedical-image-analysismedical-imagingpolyppolyp-datasetpolyp-delinationpolyp-detectionpolyp-segmentationpolyps
DE
DebeshJha/Doubleunet_pytorch

Official implementation of DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation (pytorch implementation)

Python94Updated 3 months ago
doubleunetmedical-image-analysispolyp-segmentationsementic-segmentationunetunet-image-segmentationunet-pytorch
DE
DebeshJha/UNet-insturment-segmentation

Tensorflow implementation of UNet on surgical Instrument dataset from laparoscopic videos

Python200Updated 3 months ago
image-segmentationsemantic-segmentationsurgical-instrumentsurgical-instrument-segmentationtensorflowunetunet-image-segmentationunet-kerasunet-modelunet-segmentationunet-tensorflow
DE
DebeshJha/MDNet

Abdominal Organ Segmentation using Multi Decoder Network (MDNet) [Accepted at ICASSP 2025]

Python131Updated 3 months ago
attention-mechanismencoder-decoder-modelinterpretabilityinterpretable-machine-learningmedical-image-segmentationpolyp-segmentationreal-time-polyp-segmentationresnet50skip-connections
DE
DebeshJha/PanInsight

No description provided.

TypeScript10Updated 4 months ago
DE
DebeshJha/PolypDB

PolypDB: A Curated Multi-Center Dataset for Development of AI Algorithms in Colonoscopy

323Updated 4 months ago
DE
DebeshJha/TransNetR

Official implementation of TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution Testing (MIDL 2022)

Python245Updated 4 months ago
deep-learningkvasir-segmedical-image-segmentationpolyp-segmentationreal-time-semantic-segmentationresidual-learningtransformers
DE
DebeshJha/ColonSegNet

Official implementation of ColonSegNet: Real-Time Polyp Segmentation (Used in NVIDIA Clara Holoscan App for Polyp Segmentation)

Python5416Updated 4 months ago
colonoscopydeep-learningdetection-modelimage-detectionlocalisationmedical-image-segmentationpolyp-detectionpythnonpytorchpytorch-implementationsegmentationtensorflowunet
DE
DebeshJha/PVTFormer

Liver segmentation using Deep Learning on LiTS 2017 Dataset

Python233Updated 5 months ago
colonoscopyencoder-decodermedical-image-segmentationpolyp-segmentationpvtv2transformerunet-image-segmentation
DE
DebeshJha/MyWebPortfolio

No description provided.

TypeScript00Updated 6 months ago
DE
DebeshJha/Kvasircapsule-SEG

NanoNet: Real-Time Polyp Segmentation in Capsule Endoscopy & Colonoscopy [Contains an open-access capsule endoscopy dataset (2021 IEEE CBMS)]

74Updated 6 months ago
capsule-endoscopydatasetdeep-learninggastrointestinalgastrointestinal-pathologiesimage-segmentationmedical-imagingmedical-imaging-datasetsopenaccesssemantic-segmentationsmall-bowel
DE
DebeshJha/DebeshJha.github.io

No description provided.

HTML00Updated 6 months ago
DE
DebeshJha/2020-MediaEval-Medico-polyp-segmentation

GitHub repository for Medico automatic polyp segmentation challenge

Python124Updated 6 months ago
algorithm-efficiency-taskcolon-cancercolonoscopyendoscopic-imagesendoscopic-visionpolyp-segmentation-taskpolyps
DE
DebeshJha/2020-CBMS-DoubleU-Net

Official implementation of DoubleU-Net for Semantic Image Segmentation in TensorFlow & Pytorch (Nominated for Best Paper Award (IEEE CBMS))

Python24070Updated 7 months ago
cnn-kerasconvolutional-neural-networksdeep-learningdoubleu-netdoubleunetimage-segmentationmedical-imagingpytorch-implementationsegmentation-modelssemantic-segmentationtensoflowu-netunetunet-image-segmentation
DE
DebeshJha/PRS-MedFork

No description provided.

00Updated 7 months ago
DE
DebeshJha/NanoNet

Official implementation of NanoNet: Real-time medical Image segmentation architecture (IEEE CBMS)

Python328Updated 8 months ago
capsule-endoscopyimage-segmentation-tensorflowlightweight-frameworklightweight-neural-networkmedical-image-segmentationnanonetsopen-source-datasetspolyp-segmentationpythonresidual-networkssegmentationsemantic-segmentationsqueeze-and-excitationtensorflowunet
DE
DebeshJha/DentalGPT

No description provided.

00Updated 10 months ago
DE
DebeshJha/VideoPolypDB

No description provided.

10Updated 10 months ago
DE
DebeshJha/Labelling_tool

List of labelling tools for computer vision tasks

40Updated 10 months ago
annotationsdatadata-sciencelabelling
DE
DebeshJha/MKDCNetFork

Automatic Polyp Segmentation with Multiple Kernel Dilated Convolution Network

Python20Updated 10 months ago
DE
DebeshJha/reproducible_models

Reproducible deep learning models with weight files for method comparison.

20Updated 10 months ago

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