kakumarabhishek

Corrected-Skin-Image-Datasets

Data quality analysis of DermaMNIST (MedMNIST), HAM10000, and Fitzpatrick17k datasets

Illumination-based-Transformations-Skin-Lesion-Segmentation

This is the code corresponding to our CVPR ISIC 2020 paper.

ISIC-API-Image-Downloader

ISIC Archive API v2 download images by ISIC ID

KernelizedManifoldMapping-1

This is the code corresponding to our CVPR 2019 paper.

Mask2Lesion

Code corresponding to our MICCAI SASHIMI 2019 paper on shape-constrained skin lesion image synthesis.

MCC-Loss

Matthews Correlation Coefficient Loss implementation for image segmentation.

McNemar-mid-p

Python implementation of the McNemar's mid-p statistical significance test.

zeta-mixup

skin-lesion-segmentation-survey

StyleSeg

[MICCAI ISIC 2024] Code for "Segmentation Style Discovery: Application to Skin Lesion Images"

kakumarabhishek/Illumination-based-Transformations-Skin-Lesion-Segmentation

This is the code corresponding to our CVPR ISIC 2020 paper.

kakumarabhishek/MCC-Loss

Matthews Correlation Coefficient Loss implementation for image segmentation.

kakumarabhishek/Corrected-Skin-Image-Datasets

Data quality analysis of DermaMNIST (MedMNIST), HAM10000, and Fitzpatrick17k datasets

kakumarabhishek/Mask2Lesion

Code corresponding to our MICCAI SASHIMI 2019 paper on shape-constrained skin lesion image synthesis.

kakumarabhishek/zeta-mixup

kakumarabhishek/ISIC-API-Image-Downloader

ISIC Archive API v2 download images by ISIC ID

kakumarabhishek/McNemar-mid-p

Python implementation of the McNemar's mid-p statistical significance test.

kakumarabhishek/melanoma-detection-python

A python program to categorize skin lesions as benign or melanoma based on ABCD features.

kakumarabhishek/pycm

Multi-class confusion matrix library in Python

kakumarabhishek/deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

kakumarabhishek/fitzpatrick17k

kakumarabhishek/al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

kakumarabhishek/AnalyzingPostRock

Visualizing audio features of music albums using Spotify's Web API

kakumarabhishek/bibtex-tools

kakumarabhishek/cifar10-c-eval

Testing a model performance for CIFAR10-C

kakumarabhishek/DDI-CoCo

Repository for DDI-COCO: A DATASET FOR UNDERSTANDING THE EFFECT OF COLOR CONTRAST IN MACHINE-ASSISTED SKIN DISEASE DETECTION

kakumarabhishek/DL-Systems-In-Engineering

kakumarabhishek/DNNorDermatologist

Supporting code for Deep Neural Network or Dermatologist?

kakumarabhishek/ENHANCE-Improved

ENriching Health data by ANnotations of Crowd and Experts

kakumarabhishek/fastdup

fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data operations costs at an unparalleled scale.

kakumarabhishek/GALD-DGCNet

Source code and models GALD net (BMVC-2019)and Dual-Seg Net (BMVC-2019)

kakumarabhishek/GloRe

Global Reasoning module for visual recognition

kakumarabhishek/graduation

$ git remote <graduation> yearbook

kakumarabhishek/IPMI2019-AttnMel

IPMI2019 paper - Melanoma Recognition via Visual Attention

kakumarabhishek/kakumarabhishek

kakumarabhishek/LesionElevation

[MICCAI ISIC 2024] Code for "Lesion Elevation Prediction from Skin Images Improves Diagnosis"

kakumarabhishek/LSI

Implementation of local synthetic instances (LSI) oversampling method.

kakumarabhishek/MedMNIST

[ISBI'21] MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis

kakumarabhishek/StyleSeg

[MICCAI ISIC 2024] Code for "Segmentation Style Discovery: Application to Skin Lesion Images"

kakumarabhishek/TransFuse

This repo holds the code of TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation