yudhvirsinghr / tensorflow_mnist

Detecting handwritten digits using tensorflow

tensorflow_mnist

Detecting handwritten digits using tensorflow

Initializer - xavier_initializer Optimizer - AdamOptimizer

Nueral Network :

1. Batch size = 100
2. Layers = 4{ a)hidden_layer_1 (512 neurons) b)hidden_layer_2 (256 neurons) c)hidden_layer_3 (128 neurons) d)output_layer (10 neurons) }
3. Optimizer = AdamOptimizer
4. Activation function = relu

Weights and biases of each layers are saved as: (W1,W2,W3,WO).csv (B1,B2,B3,BO).csv

Accuracy ~= 98%