MNIST Neural Network

MNIST Neural Network

1. AI

   • Machine Learning
     • Supervised Learning
       • Neural Network
         • Input layer
         • Hidden layer
         • Output Layer
           • 10 Classes

2. Python

   • Libraries
     • Keras
     • Numpy
     • Matplot lib

3. Dataset

   • Image Classification
     • Numbers
     • Letters

4. Evaluation

   • Test image
   • Split validation
     • 70% training data
     • 30% test data
   • Loss Plot
   • Model Accuracy Plot

5. Model Accuracy

   • Epochs
   • Batch Size
   • Activation function
     • Relu
     • Elu
     • Tanh
     • Softmax

6. Business

   • RTA
   • BANK
   • Shopping mall

Images and files in the map