theSLWayne

IEEE Awareness Session 2021 - Links

Global Benefits

• IEEE Global Benefits Finder

Sri Lanka Section

• Website
• Twitter

theSLWayne

Files of Tensorflow - Recommended Reads

TFRecords

• TFRecord and tf.train.Example
• Tensorflow Records? What they are and how to use them
• Creating TFRecords - Keras
• Protocol Buffers

Save Models

theSLWayne

import tensorflow as tf

# Create the model
model = tf.keras.models.Sequential([
    tf.keras.layers.Conv2D(16, kernel_size = (3, 3), activation = 'relu', padding = 'same', input_shape = (244, 244, 3)),
    tf.keras.layers.MaxPool2D(pool_size = (2, 2), strides = 2),
    tf.keras.layers.Conv2D(32, kernel_size = (3, 3), activation = 'relu', padding = 'same'),
    tf.keras.layers.MaxPool2D(pool_size = (2, 2), strides = 2),
    tf.keras.layers.Flatten(),
    tf.keras.layers.Dense(2, activation = 'softmax')

theSLWayne

import netron

netron.start('<path_to_model_file>')