jmcjacob
Research Assistant at the University of Dundee Investigating Machine Learning and Computer Vision for Medical Imaging.
University of DundeeDundee, UK
Pinned Repositories
ActiveHisto
Detection of Cell Nuclei using Active learning on the CRCHistoPhenotypes
DeepActiveLearning
A simple implementation of Active Learning using uncertainty data section and a fully connected neural network with the MNIST dataset
EasyCrypt
File Encryption application with NFC powered login - University Group Project
Lung-Segment-Analysis
Identifies tumors in lung segment X-rays - Image Processing Project
Patch-Active-Learning-Pathology
Active Learning for Patch-Based Digital Pathology Using Convolutional Neural Networks to Reduce Annotation Costs
QLearning-Gridworld
An implementation of the Q Learning algorithm demonstrated using a grid world environment
Medical_Calibration
Calibration of Deep Medical Image Classifiers: An Empirical Comparison using Dermatology and Histopathology Datasets
Multi_Directional_CPC_Histology
Unsupervised Representation Learning from Pathology Images with Multi-directional Contrastive Predictive Coding
Selective_Dermatology
Robust Selective Classification of Skin Lesions with Asymmetric Costs
jmcjacob's Repositories
jmcjacob/EasyCrypt
File Encryption application with NFC powered login - University Group Project
jmcjacob/DeepActiveLearning
A simple implementation of Active Learning using uncertainty data section and a fully connected neural network with the MNIST dataset
jmcjacob/Lung-Segment-Analysis
Identifies tumors in lung segment X-rays - Image Processing Project
jmcjacob/Patch-Active-Learning-Pathology
Active Learning for Patch-Based Digital Pathology Using Convolutional Neural Networks to Reduce Annotation Costs
jmcjacob/QLearning-Gridworld
An implementation of the Q Learning algorithm demonstrated using a grid world environment
jmcjacob/ActiveHisto
Detection of Cell Nuclei using Active learning on the CRCHistoPhenotypes
jmcjacob/Alzheimers-Analyser
Identifying the Causes of Alzheimer’s Disease within Brain Sections
jmcjacob/Basic-Image-Processing
A basic image processing Application that uses NNS and SSD
jmcjacob/Basic-Robot-Behaviour
Basic Robot Behaviour for Robotics Module
jmcjacob/Basic_Movement
Basic movement
jmcjacob/Bootstrap_Uncertainty
Deep active learning using bootstrapped uncertainty on the MNIST dataset
jmcjacob/DiscriminativeActiveLearning
Code and website for DAL (Discriminative Active Learning) - a new active learning algorithm for neural networks in the batch setting.
jmcjacob/EmotionalExpressionClassifier
An Emotional Expression Classifier that utilizes an ensemble of CNNs developed in TensorFlow
jmcjacob/Is-It-My-Birthday
Uses Facebook authentication to check if its your birthday for Mobile Computing Module
jmcjacob/navigation_layers
jmcjacob/Nuclei_Classification
A Nuclei classifier that uses active learning
jmcjacob/PhD_Thesis
jmcjacob/SafeForWork
Automated Stock Buyer - Software Engineering Project
jmcjacob/scitos_2d_navigation
The scitos_2d_navigation stack holds common configuration options for running the 2D navigation stack on a Scitos A5 robot.
jmcjacob/strands_morse
A MORSE-based simulation for the STRANDS project
jmcjacob/strands_movebase
A repository for all the STRANDS-augmented movebase, including 3D obstacle avoidance, etc.
jmcjacob/strands_systems
all system configs
jmcjacob/Temperature-Analyser
System for analysing a large temperature data set Assignment for Parallel Computing
jmcjacob/Where-Am-I
Android app that displays popular images of your surrounding location
jmcjacob/WindowManipulator
A Windows application to alter external application windows
jmcjacob/Word-Game
A basic Word Game application