marwankefah

medical-image-segmentation

segmentation models pytorch with MONAI transforms in medical imaging

mean-teacher-medical-imaging

Mean Teacher with Medical Imaging Data Augmentation (torchio)

SearchEngine

A Fast Multi-Threaded search engine implemented in Java, supporting Crawling, Indexing, Relevance scoring, trend analysis & in-memory caching

Kalman_Tracking_Single_Camera

Unofficial implementation of SORT, A simple online and real-time tracking algorithm for 2D multiple objects tracking in video sequences, with YOLOV4 (DarkNet) Example.

PS-FH-MICCAI-23

MICCAI Challenge 2023: LoRA Fine-Tuned Pubic Symphysis-Fetal Head Segmentation and Angle of Progression in Ultrasound Imaging

SISSI

Seamless Iterative Semi-Supervised Correction of Imperfect Labels in Microscopy Images

Image-Processing-Popular-Algorithms

Python Notebooks for Popular Image Processing algorithms.

MCET-HHO

MCET-HHO Multi Level Minimum Cross Entropy Thresholding with Harris Hawks Optimization

Persolo

A YOLO-V4 based Pedestrian Detection Model that amplifies the person class bias in the Yolo V4 model for more accurate prediction.

Retinal_Vessel_Segmentation

Retinal Vessel Segmentation with two methods, Hybrid (MCET-HHO) and Farko Adapted Algorithm

emotionRecognition

Facial expression recognition system based on Improved Adaboost with Gabor Features

FlowChart_2_CPP

Program to convert a Flow Chart to a CPP script.

StudBuddy

C# and SQL server DB Application to find a Study Partner in your area

5-stage-pipelined-processor

5 stage Pipelined Processor Based on Harvard Architecture

byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

EasyFL

An easy-to-use federated learning platform

EM-Algo

EPL_SemiDG

AAAI 2022: Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation

figshare-doi-badge

testing badge inclusion in readme

imFedSemi

[MICCAI'22] Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance

mean-teacher

A state-of-the-art semi-supervised method for image recognition

MeanTeacher3dUNet

A simple UNet implementation for Semi-supervised 3D medical image segmentation using Mean-Teacher strategy

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

Object-Detection-TTA-Batch-Odach

Test time augmentation for Object Detection with Input-output argument consistency with torchvision Faster-RCNN with ODA-Based tools.

Optimum-Receiver-Simulation

MATLAB Simulation of Optimum Receiver for Detecting BPSK and BFSK Signals

Retinal-Vessel-Segmentation

In this repository, I implement a system for extract blood vessels from DRIVE images.

RSCFed

CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning

selectionTest2020

Selection for GSOC2020

tutorials

MONAI Tutorials

Validate_SORT

Validating the official SORT Tracking algorithm and the Kalman Tracking on the MOT-xx benchmark