Untitled1.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "Untitled1.ipynb",
      "provenance": [],
      "collapsed_sections": [],
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "accelerator": "TPU"
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/semnan-university-ai/tensorflow-keras/blob/main/Untitled1.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "VzsurPndLCSy"
      },
      "source": [
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      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "c1f4ep3tLIcf"
      },
      "source": [
        "## **convolutional neural network**"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "7RVR63yALDYI",
        "outputId": "36dbdc38-0c49-416e-839d-ded214baa676"
      },
      "source": [
        "from keras.datasets import mnist\r\n",
        "\r\n",
        "# Load data\r\n",
        "(train_images, train_labels), (test_images, test_labels) = mnist.load_data()\r\n",
        "\r\n",
        "# Data attributes\r\n",
        "print(\"train_images dimentions: \", train_images.ndim)\r\n",
        "print(\"train_images shape: \", train_images.shape)\r\n",
        "print(\"train_images type: \", train_images.dtype)\r\n",
        "\r\n",
        "X_train = train_images.reshape(60000, 28, 28, 1)\r\n",
        "X_test = test_images.reshape(10000, 28, 28, 1)\r\n",
        "\r\n",
        "X_train = X_train.astype('float32')\r\n",
        "X_test = X_test.astype('float32')\r\n",
        "\r\n",
        "X_train /= 255\r\n",
        "X_test /= 255\r\n",
        "\r\n",
        "from keras.utils import np_utils\r\n",
        "Y_train = np_utils.to_categorical(train_labels)\r\n",
        "Y_test = np_utils.to_categorical(test_labels)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Downloading data from https://storage.googleapis.com/tensorflow/tf-keras-datasets/mnist.npz\n",
            "11493376/11490434 [==============================] - 0s 0us/step\n",
            "train_images dimentions:  3\n",
            "train_images shape:  (60000, 28, 28)\n",
            "train_images type:  uint8\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "BWT88efrLMrB",
        "outputId": "10607181-25a9-4789-a87f-0bc353e87090"
      },
      "source": [
        "# Creating our model\r\n",
        "from keras.models import Model\r\n",
        "from keras import layers\r\n",
        "import keras\r\n",
        "\r\n",
        "myInput = layers.Input(shape=(28,28,1))\r\n",
        "conv1 = layers.Conv2D(16, 3, activation='relu', padding='same')(myInput) #filter #window size\r\n",
        "pool1 = layers.MaxPool2D(pool_size=2)(conv1)\r\n",
        "conv2 = layers.Conv2D(32, 3, activation='relu', padding='same')(pool1)\r\n",
        "pool2 = layers.MaxPool2D(pool_size=2)(conv2)\r\n",
        "\r\n",
        "flat = layers.Flatten()(pool2)\r\n",
        "out_layer = layers.Dense(10, activation='softmax')(flat)\r\n",
        "\r\n",
        "myModel = Model(myInput, out_layer)\r\n",
        "\r\n",
        "myModel.summary()\r\n",
        "myModel.compile(optimizer=keras.optimizers.Adam(), loss=keras.losses.categorical_crossentropy, metrics=['accuracy'])"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Model: \"model\"\n",
            "_________________________________________________________________\n",
            "Layer (type)                 Output Shape              Param #   \n",
            "=================================================================\n",
            "input_1 (InputLayer)         [(None, 28, 28, 1)]       0         \n",
            "_________________________________________________________________\n",
            "conv2d (Conv2D)              (None, 28, 28, 16)        160       \n",
            "_________________________________________________________________\n",
            "max_pooling2d (MaxPooling2D) (None, 14, 14, 16)        0         \n",
            "_________________________________________________________________\n",
            "conv2d_1 (Conv2D)            (None, 14, 14, 32)        4640      \n",
            "_________________________________________________________________\n",
            "max_pooling2d_1 (MaxPooling2 (None, 7, 7, 32)          0         \n",
            "_________________________________________________________________\n",
            "flatten (Flatten)            (None, 1568)              0         \n",
            "_________________________________________________________________\n",
            "dense (Dense)                (None, 10)                15690     \n",
            "=================================================================\n",
            "Total params: 20,490\n",
            "Trainable params: 20,490\n",
            "Non-trainable params: 0\n",
            "_________________________________________________________________\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "Ey6QAwZ-LddX",
        "outputId": "83e862c4-1922-433b-a65d-08db57576334"
      },
      "source": [
        "network_history = myModel.fit(X_train, Y_train, batch_size=128, epochs=5, validation_split=0.2)\r\n"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Epoch 1/5\n",
            "375/375 [==============================] - 27s 70ms/step - loss: 0.8704 - accuracy: 0.7427 - val_loss: 0.1220 - val_accuracy: 0.9659\n",
            "Epoch 2/5\n",
            "375/375 [==============================] - 26s 69ms/step - loss: 0.1077 - accuracy: 0.9692 - val_loss: 0.0805 - val_accuracy: 0.9778\n",
            "Epoch 3/5\n",
            "375/375 [==============================] - 26s 69ms/step - loss: 0.0746 - accuracy: 0.9767 - val_loss: 0.0657 - val_accuracy: 0.9803\n",
            "Epoch 4/5\n",
            "375/375 [==============================] - 26s 69ms/step - loss: 0.0570 - accuracy: 0.9827 - val_loss: 0.0646 - val_accuracy: 0.9797\n",
            "Epoch 5/5\n",
            "375/375 [==============================] - 26s 69ms/step - loss: 0.0494 - accuracy: 0.9845 - val_loss: 0.0530 - val_accuracy: 0.9835\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "xmQnpyzsLgz_",
        "outputId": "374a3a51-3ce0-4781-8c58-173015d61837"
      },
      "source": [
        "myInput = layers.Input(shape=(28,28,1))\r\n",
        "conv1 = layers.Conv2D(16, 3, activation='relu', padding='same', strides=2)(myInput)\r\n",
        "conv2 = layers.Conv2D(32, 3, activation='relu', padding='same', strides=2)(conv1)\r\n",
        "flat = layers.Flatten()(conv2)\r\n",
        "out_layer = layers.Dense(10, activation='softmax')(flat)\r\n",
        "\r\n",
        "myModel = Model(myInput, out_layer)\r\n",
        "\r\n",
        "myModel.summary()\r\n",
        "myModel.compile(optimizer=keras.optimizers.Adam(), loss=keras.losses.categorical_crossentropy, metrics=['accuracy'])"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Model: \"model_1\"\n",
            "_________________________________________________________________\n",
            "Layer (type)                 Output Shape              Param #   \n",
            "=================================================================\n",
            "input_2 (InputLayer)         [(None, 28, 28, 1)]       0         \n",
            "_________________________________________________________________\n",
            "conv2d_2 (Conv2D)            (None, 14, 14, 16)        160       \n",
            "_________________________________________________________________\n",
            "conv2d_3 (Conv2D)            (None, 7, 7, 32)          4640      \n",
            "_________________________________________________________________\n",
            "flatten_1 (Flatten)          (None, 1568)              0         \n",
            "_________________________________________________________________\n",
            "dense_1 (Dense)              (None, 10)                15690     \n",
            "=================================================================\n",
            "Total params: 20,490\n",
            "Trainable params: 20,490\n",
            "Non-trainable params: 0\n",
            "_________________________________________________________________\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "nqo_y8FhLnJv",
        "outputId": "c78e8da8-1b17-49b1-f354-35323cf0c236"
      },
      "source": [
        "network_history = myModel.fit(X_train, Y_train, batch_size=128, epochs=5, validation_split=0.2)\r\n"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Epoch 1/5\n",
            "375/375 [==============================] - 8s 20ms/step - loss: 0.9441 - accuracy: 0.7540 - val_loss: 0.2160 - val_accuracy: 0.9367\n",
            "Epoch 2/5\n",
            "375/375 [==============================] - 8s 20ms/step - loss: 0.1886 - accuracy: 0.9449 - val_loss: 0.1242 - val_accuracy: 0.9649\n",
            "Epoch 3/5\n",
            "375/375 [==============================] - 8s 21ms/step - loss: 0.1100 - accuracy: 0.9674 - val_loss: 0.0913 - val_accuracy: 0.9717\n",
            "Epoch 4/5\n",
            "375/375 [==============================] - 8s 21ms/step - loss: 0.0815 - accuracy: 0.9760 - val_loss: 0.0848 - val_accuracy: 0.9757\n",
            "Epoch 5/5\n",
            "375/375 [==============================] - 8s 21ms/step - loss: 0.0687 - accuracy: 0.9798 - val_loss: 0.0757 - val_accuracy: 0.9775\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "jq95DfXdLtF2"
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    }
  ]
}