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Mina87's Projects

2images_relative icon 2images_relative

This code is based on the collinearity equations of Photogrammetry and it's a solution to the problem of relative orientation of two images. Each measured point in both images corresponds to 4 equations, (x,y) in the left image and (x,y)' in the right image. Besides the 5 parameters of the relative orientation, each point introduces 3 more unknown variables (X,Y,Z).

3dunetcnn icon 3dunetcnn

Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

arosics icon arosics

AROSICS - Automated and Robust Open-Source Image Co-Registration Software

augmentor icon augmentor

Image augmentation library in Python for machine learning.

aussc icon aussc

Alternately Updated Convolutional Spectral-Spatial Network for Hyperspectral Image Classification(AUSSC)

autogcp icon autogcp

This is written on python based on arcpy module, acrpy library is a propitiatory library, developed by ERSI.

change-detection-review icon change-detection-review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

changeformer icon changeformer

Official PyTorch implementation of our IGARSS'22 paper: A Transformer-Based Siamese Network for Change Detection

coronet icon coronet

CoroNet is a Covid-19 detection and diagnosis tool. It scans chest x-rays and clasifies it into normal, pneumonia or covid classes

coursera-deep-learning-specialization icon coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

covid-19 icon covid-19

Automated Detection of COVID-19 Cases Using Deep Neural Networks with X-Ray Images

covid19 icon covid19

Covid-19 and Pneumonia detection from X-ray Images from the paper: https://doi.org/10.1016/j.imu.2020.100360

covidnet-ct icon covidnet-ct

COVID-Net Open Source Initiative - Models for COVID-19 Detection from Chest CT

cs585-project icon cs585-project

Deep Learning Project - Kaggle Airbus Ship Detection Challenge

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