/CNN_MNIST

Modified LeNet Architecture CNN to classify a reduced MNIST data-set

Primary LanguageJupyter NotebookMIT LicenseMIT

CNN MNIST

  • This a LeNet Modified Architecture CNN used to classify a Reduced MNIST into 10 classes of handwritten numbers.
  • Keras was used to implement the architecture

Comparison between feature extractors of ( PCA, DCT, Centroid features, Auto encoder (10 and 20 features) ) and their classification using K-means, GMM and SVM with different number of clusters