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mb-dcnn

[TMI2020]A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification.

medium_articles

Scripts/Notebooks used for my articles published on Medium

mobilenetv2-pytorch

Impementation of MobileNetV2 in pytorch

nexperia

detect defects of semiconductors

one-stop-for-covid-19-infection-and-lung-segmentation-plus-classification

✋🏼🛑 This one stop project is a complete COVID-19 detection package comprising of 3 tasks: • Task 1 --> COVID-19 Classification • Task 2 --> COVID-19 Infection Segmentation • Task 3 --> Lung Segmentation

patch-lesion

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pyfish

Set of python scripts for image processing related to cytogenetic

pytorch-image-classification

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

segmentation_keras

DilatedNet in Keras for image segmentation

semantic-segmentation-with-adversarial-networks

Tensorflow implementation of the paper "Semantic Segmentation using Adversarial Networks" by Luc et al.

skin-cancer-detection

Implementing a Research paper to detect cancer from skin images

skin-deep-unlearning

Implementation for ICML 2022 paper: 'Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification'

sononet-weights

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

sononet_pytorch

PyTorch implementation of the SonoNet Ultrasound standard plane detector

swa

Stochastic Weight Averaging in PyTorch

tensorflow

An Open Source Machine Learning Framework for Everyone

tf_unet

Generic U-Net Tensorflow implementation for image segmentation

tta-keras

tta_wrapper

Test Time image Augmentation (TTA) wrapper for Keras model.

ttaug-midl2018

Test-time Data Augmentation for Estimation of Heteroscedastic Aleatoric Uncertainty in Deep Neural Networks, MIDL 2018

unet

unet for image segmentation

unet-segmentation-wolfram

neural network for obtaining binarized mask for objects in grayscale images

unet-tensorflow-keras

A concise code for training and evaluating Unet using tensorflow+keras

w-net

W-Net: A Deep Model for Fully Unsupervised Image Segmentation

x_ray_covid_19_pnemonia_detection_lung_segmentation