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breast-cancer-detection-mammogram-deep-learning

Master's dissertation for breast cancer detection in mammograms using deep learning techniques. Contains source code and report used.

cadencv

An optical music recognition system built as a final project for 6.819: Advances in Computer Vision course at MIT. Takes sheet music as input and returns a MIDI file of written music.

cell-nuclei-detection-and-segmentation

Detect location and draw boundary of nuclei from microscopic images

cosc363

Graphics labs and assignments

cosc422

COSC422 Advanced Computer Graphics

cs231n-2017-summary

After watching all the videos of the famous Standford's CS231n course that took place in 2017, i decided to take summary of the whole course to help me to remember and to anyone who would like to know about it. I've skipped some contents in some lectures as it wasn't important to me.

data-science-bowl-2018

DATA-SCIENCE-BOWL-2018 Find the nuclei in divergent images to advance medical discovery

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep_learning

Deep Learning architectures: Perceptron, Convolution, RNN, Autoencoder

ence260

ENCE260 labs and projects(chef & snake infrared board game)

exoplanet-ml

Machine learning models and utilities for exoplanet science.

flask-leaflet-demo

Simple demo integrating Flask and Leaflet

game_study

gmsimviz

Automated 3D Visualization of Ground Motion Simulation with Generic Mapping Tools(GMT)

hover_net

Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.

hovernet-pipeline

Modified version of HoVer-Net repository

hpa-cell-segmentation

hpc_training

Scripts for NeSI HPC training workshop

leaflet-search

Search stuff in a Leaflet map

machine_learning

Machine Learning theories coding practice: CEA, Dtree, Regression, Kmeans, Ensemble

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

monusac-isbi-2020

[TMI'2021][ISBI MoNuSAC'2020] 11th place solution to Multi-organ nuclei segmentation and classification challenge.

note-app-api

A dockerized Express CRUD api with tests, migrations, seeds, and deployment scripts.

nuclei-segmentator-classifier

Repository for Master Thesis Project on deep learning-based nuclei segmentator&classifier in Whole Slide Histology Images

nuclei_detection

The nuclei detection method on histology image proposed in the 2017 paper by Peikari et al.

nucleisegmentation

The repository contains a simple pipeline for training Nuclei Segmentation Datasets of Histopathology Images.

nucleisegmentation-1

cGAN-based Multi Organ Nuclei Segmentation

nuclick

Interactive Segmentation of Nucleus

nucls

NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation

powershell

PowerShell for every system!