Extender/LongShortTermMemoryNeuralNetwork

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C++
Created over 8 years ago
Updated almost 8 years ago

Extender/LongShortTermMemoryNeuralNetwork

Extender

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A LSTM (Long short term memory) implementation. Written in Qt/C++.

ImageResizerCUDA

A NVidia CUDA implementation of the bilinear and nearest neighbor resizing algorithms. Written in Qt/C++.

ImageResizer

Tool capable of resizing images using the nearest neighbor, bilinear interpolation and bicubic interpolation algorithms. Written in Qt/C++.

BMPDecoder

Advanced Windows Bitmap decoder. Supports the following bit depths: 1 bpp, 4 bpp, 4 bpp RLE, 8 bpp, 8 bpp RLE, 16 bpp, 32 bpp. Written in Qt/C++.

SelectionModesDemo

Demonstration of different modes of selecting image areas (polygonal, lasso and rectangular selection modes). Written in Qt/C++.

DefaultLibrary

Public domain general-purpose library full of useful functions needed in everyday programming tasks (text processing, IO functions, HTML/JSON/INI parsing, etc.). Written in C++.

ImageRotator

Image rotator capable of rotating images using the Nearest Neighbor or bilinear interpolation algorithms. Written in Qt/C++.

ConvolutionalNeuralNetworkDemo

Demonstration of a working convolutional neural network using the CIFAR-10 dataset. Written in Qt/C++.

ColorExtractor

Color extractor that can be used to extract or remove a certain color from an image. An error tolerance may also be set. Written in Qt/C++.

MultiLayerLongShortTermMemoryNeuralNetwork

A multi-layer LSTM (Long short term memory) implementation, featuring the ability to add hidden layers to each of the four LSTM gates. Written in Qt/C++.

ImageAutoClipper

Program for auto-clipping images by removing "stray" pixels, with adjustable parameters. Written in Qt/C++.

ImageTagger

ImageTagger is a tool written in Qt/C++ for tagging regions of images, for example in order to create training sets for deep learning. It produces JSON files.