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convolutional-layers

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evarae / CNN_Tutorial

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Hi! Thanks for checking out my tutorial where I walk you through the process of coding a convolutional neural network in java from scratch. After building a network for a university assignment, I decided to create a tutorial to (hopefully) help others do the same and improve my own understanding of neural networks.

java machine-learning tutorial ai neural-network machine-learning-algorithms artificial-intelligence mnist neural-networks convolutional-layers mnist-classification mnist-dataset image-classification image-recognition convolution convolutional-neural-networks convolutional-neural-network maxpooling stochastic-gradient-descent
  • Updated Apr 21, 2022
  • Java

p-dirac / javafx-convolution-network

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JavaFx Application for Convolutional Network to perfom Image Classification using Softmax Output Layer, Back Propagation, Gradient Descent, Partial Derivatives, Matrix Flattening, Matrix Unfolding, Concurrent Task, Performance Histogram, Confusion Matrix

javafx convolutional-layers image-classification convolution performance-visualization convolutional-networks javafx-application gradient-descent convolutional-neural-network backpropagation maxpooling unfolding matrix-library concurrent-tasks activation-functions partial-derivatives softmax-function matrix-flattening matrix-unfolding
  • Updated Oct 26, 2024
  • Java

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