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GRS's Projects

deep_biq icon deep_biq

Deep learning way for blind image quality assessment

deeplearn_hsi icon deeplearn_hsi

Source code for ``Deep Learning-Based Classification of Hyperspectral Data`` published at JSTAR

deeplearntoolbox icon deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

deepmask icon deepmask

Torch implementation of DeepMask and SharpMask

deepmat icon deepmat

Matlab Code for Restricted/Deep Boltzmann Machines and Autoencoders

deepmath icon deepmath

Experiments towards neural network theorem proving

deepmemm icon deepmemm

This is an implementation of a Deep Maximum Entropy Markov Model in PyTorch, that uses the Viterbi algorithm for inference to solve the task of Named Entity Recognition.

deepmkl icon deepmkl

Deep Multiple Kernel Learning by Span Bound

deepneuralclassifier icon deepneuralclassifier

Deep neural network using rectified linear units to classify hand written symbols from the MNIST dataset.

deeposm icon deeposm

Train a deep learning net with OpenStreetMap features and satellite imagery.

deeprl-agents icon deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

deepsat icon deepsat

using CNN with Satellite images - dataset from LSU

deepsat-6-implementation icon deepsat-6-implementation

A from scratch implementation of a Convolutional Neural Network for classification on the DeepSat-6 Dataset which was available on GitHub

deepstats icon deepstats

Repository for "Known Unknowns: Uncertainty Quality in Bayesian Neural Networks" paper.

deepsvdd icon deepsvdd

A deep one-class classification based method for the task of high-dimensional anomaly detection for large-scale applications.

deepsvmnet icon deepsvmnet

Training deep support vector machine (SVM) networks using a novel back sign signal propagation (BSSP) learning algorithm

deeptransient icon deeptransient

Caffe example for estimating transient attributes from a single image using a deep convolutional neural network.

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