MNIST Character Recognition

A major application of data science and artificial intelligence is recognition of handwritten characters. I a series of projects we will implement different techniques for this task based on the famous MNIST data set (and related data sets) for training recognition systems. MNIST is provided by the National Institute of Standards and Technology

• The xMNIST Family of Data Sets
• Load QMNIST
• QMNIST Feature Reduction
• PCA and ANN for QMNIST
• CNN for QMNIST
• CNN Analysis for QMNIST
• IBAN recognition
• SVM for QMNIST
• Semisupervised Classification
• Generating Handwritten Digits
• Autoencoder for QMNIST
• t-SNE for QMNIST