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zZ>Qa|c}Z`Zj#7klK>0x`-MS>%4@Rur^V-+s>dMaaF7Z=>qkh5@64{5h*{+G!>@VKi zm&9K7@F=Q0NOopIj~rRB6HopFn2m~##QB8$Ma_c#&qF9G+9xvldL#}n1kuqKQc*#o HQ9{21C86NR literal 0 HcmV?d00001 diff --git a/harsh.pv07@gmail.com/AItech/Mnist.py b/harsh.pv07@gmail.com/AItech/Mnist.py new file mode 100644 index 000000000..fae772c15 --- /dev/null +++ b/harsh.pv07@gmail.com/AItech/Mnist.py @@ -0,0 +1,56 @@ +# -*- coding: utf-8 -*- +"""Untitled0.ipynb + +Automatically generated by Colaboratory. + +Original file is located at + https://colab.research.google.com/drive/13LwwUhrRoM12zqnOoIqMHjce8TfO-f-l +""" + +import numpy +from keras.datasets import mnist +from keras.models import Sequential +from keras.layers import Dense +from keras.layers import Dropout +from keras.layers import Flatten +from keras.layers.convolutional import Conv2D +from keras.layers.convolutional import MaxPooling2D +from keras.utils import np_utils +from keras import backend as K +K.set_image_dim_ordering('th') + +seed = 7 +numpy.random.seed(seed) +(X_train, y_train), (X_test, y_test) = mnist.load_data() +X_train = X_train.reshape(X_train.shape[0], 1, 28, 28).astype('float32') +X_test = X_test.reshape(X_test.shape[0], 1, 28, 28).astype('float32') +X_train = X_train / 255 +X_test = X_test / 255 +y_train = np_utils.to_categorical(y_train) +y_test = np_utils.to_categorical(y_test) +num_classes = y_test.shape[1] + +def baseline_model(): + model = Sequential() + model.add(Conv2D(32, (5, 5), input_shape=(1, 28, 28), activation='relu')) + model.add(MaxPooling2D(pool_size=(2, 2))) + model.add(Dropout(0.2)) + model.add(Flatten()) + model.add(Dense(128, activation='relu')) + model.add(Dense(num_classes, activation='softmax')) + model.compile(loss='categorical_crossentropy', optimizer='AdaGrad', metrics=['accuracy']) + return model +model = baseline_model() +history = model.fit(X_train, y_train, validation_data=(X_test, y_test), epochs=10, batch_size=200, verbose=2) +scores = model.evaluate(X_test, y_test, verbose=0) +print("CNN Error: %.2f%%" % (100-scores[1]*100)) + +from matplotlib import pyplot as plt +plt.plot(history.history['acc']) +plt.plot(history.history['val_acc']) +plt.title('model accuracy') +plt.ylabel('accuracy') +plt.xlabel('epoch') +plt.legend(['train', 'val'], loc='upper left') +plt.show() + From 37fb84efa32d19c297c72b231e2f444c4a1aeb65 Mon Sep 17 00:00:00 2001 From: harshpv07 Date: Sat, 17 Aug 2019 17:54:50 +0530 Subject: [PATCH 2/2] Harsh submission : hand digit recognition using Mnist dataset-updated --- .../AItech/AItech system Task 3 updated.pdf | Bin 0 -> 371940 bytes .../AItech/AItech system Task 3.pdf | Bin 259383 -> 0 bytes harsh.pv07@gmail.com/AItech/Aitech.ipynb | 174 ++++++++++++++++++ harsh.pv07@gmail.com/AItech/Mnist.py | 56 ------ 4 files changed, 174 insertions(+), 56 deletions(-) create mode 100644 harsh.pv07@gmail.com/AItech/AItech system Task 3 updated.pdf delete mode 100644 harsh.pv07@gmail.com/AItech/AItech system Task 3.pdf create mode 100644 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zZ>Qa|c}Z`Zj#7klK>0x`-MS>%4@Rur^V-+s>dMaaF7Z=>qkh5@64{5h*{+G!>@VKi zm&9K7@F=Q0NOopIj~rRB6HopFn2m~##QB8$Ma_c#&qF9G+9xvldL#}n1kuqKQc*#o HQ9{21C86NR diff --git a/harsh.pv07@gmail.com/AItech/Aitech.ipynb b/harsh.pv07@gmail.com/AItech/Aitech.ipynb new file mode 100644 index 000000000..1d8d02f26 --- /dev/null +++ b/harsh.pv07@gmail.com/AItech/Aitech.ipynb @@ -0,0 +1,174 @@ +{ + "nbformat": 4, + "nbformat_minor": 0, + "metadata": { + "colab": { + "name": "Aitech.ipynb", + "version": "0.3.2", + "provenance": [], + "collapsed_sections": [] + }, + "kernelspec": { + "name": "python3", + "display_name": "Python 3" + }, + "accelerator": "GPU" + }, + "cells": [ + { + "cell_type": "code", + "metadata": { + "id": "uHUWnHs5hhBR", + "colab_type": "code", + "colab": {} + }, + "source": [ + "import numpy\n", + "from keras.datasets import mnist\n", + "from keras.models import Sequential\n", + "from keras.layers import Dense\n", + "from keras.layers import Dropout\n", + "from keras.layers import Flatten\n", + "from keras.layers.convolutional import Conv2D\n", + "from keras.layers.convolutional import MaxPooling2D\n", + "from keras.utils import np_utils\n", + "from keras import backend as K\n", + "K.set_image_dim_ordering('th')" + ], + "execution_count": 0, + "outputs": [] + }, + { + "cell_type": "code", + "metadata": { + "id": "gbXkMBcAhlVJ", + "colab_type": "code", + "colab": {} + }, + "source": [ + "seed = 7\n", + "numpy.random.seed(seed)\n", + "(X_train, y_train), (X_test, y_test) = mnist.load_data()\n", + "X_train = X_train.reshape(X_train.shape[0], 1, 28, 28).astype('float32')\n", + "X_test = X_test.reshape(X_test.shape[0], 1, 28, 28).astype('float32')\n", + "X_train = X_train / 255\n", + "X_test = X_test / 255\n", + "y_train = np_utils.to_categorical(y_train)\n", + "y_test = np_utils.to_categorical(y_test)\n", + "num_classes = y_test.shape[1]\n", + "\n" + ], + "execution_count": 0, + "outputs": [] + }, + { + "cell_type": "code", + "metadata": { + "id": "nab9ivn9iexH", + "colab_type": "code", + "outputId": "fb4cf6b6-7087-4d08-a1b0-ed8cb10e0c5c", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 391 + } + }, + "source": [ + "def baseline_model():\n", + "\tmodel = Sequential()\n", + "\tmodel.add(Conv2D(32, (5, 5), input_shape=(1, 28, 28), activation='relu'))\n", + "\tmodel.add(MaxPooling2D(pool_size=(2, 2)))\n", + "\tmodel.add(Dropout(0.2))\n", + "\tmodel.add(Flatten())\n", + "\tmodel.add(Dense(128, activation='relu'))\n", + "\tmodel.add(Dense(num_classes, activation='softmax'))\n", + "\tmodel.compile(loss='categorical_crossentropy', optimizer='AdaGrad', metrics=['accuracy'])\n", + "\treturn model\n", + "model = baseline_model()\n", + "history = model.fit(X_train, y_train, validation_data=(X_test, y_test), epochs=10, batch_size=200, verbose=2)\n", + "scores = model.evaluate(X_test, y_test, verbose=0)\n", + "print(\"CNN Error: %.2f%%\" % (100-scores[1]*100))" + ], + "execution_count": 0, + "outputs": [ + { + "output_type": "stream", + "text": [ + "Train on 60000 samples, validate on 10000 samples\n", + "Epoch 1/10\n", + " - 4s - loss: 0.1801 - acc: 0.9463 - val_loss: 0.0683 - val_acc: 0.9786\n", + "Epoch 2/10\n", + " - 3s - loss: 0.0675 - acc: 0.9803 - val_loss: 0.0476 - val_acc: 0.9846\n", + "Epoch 3/10\n", + " - 3s - loss: 0.0523 - acc: 0.9844 - val_loss: 0.0434 - val_acc: 0.9860\n", + "Epoch 4/10\n", + " - 3s - loss: 0.0432 - acc: 0.9872 - val_loss: 0.0407 - val_acc: 0.9858\n", + "Epoch 5/10\n", + " - 3s - loss: 0.0381 - acc: 0.9883 - val_loss: 0.0372 - val_acc: 0.9872\n", + "Epoch 6/10\n", + " - 3s - loss: 0.0338 - acc: 0.9904 - val_loss: 0.0373 - val_acc: 0.9879\n", + "Epoch 7/10\n", + " - 3s - loss: 0.0310 - acc: 0.9908 - val_loss: 0.0368 - val_acc: 0.9873\n", + "Epoch 8/10\n", + " - 3s - loss: 0.0285 - acc: 0.9912 - val_loss: 0.0326 - val_acc: 0.9881\n", + "Epoch 9/10\n", + " - 3s - loss: 0.0259 - acc: 0.9922 - val_loss: 0.0315 - val_acc: 0.9887\n", + "Epoch 10/10\n", + " - 3s - loss: 0.0244 - acc: 0.9928 - val_loss: 0.0314 - val_acc: 0.9897\n", + "CNN Error: 1.03%\n" + ], + "name": "stdout" + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "zkrI00qUj9sp", + "colab_type": "code", + "outputId": "c7824b9c-6c43-420f-a263-5afb71a98f19", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 295 + } + }, + "source": [ + "from matplotlib import pyplot as plt\n", + "plt.plot(history.history['acc'])\n", + "plt.plot(history.history['val_acc'])\n", + "plt.title('model accuracy')\n", + "plt.ylabel('accuracy')\n", + "plt.xlabel('epoch')\n", + "plt.legend(['train', 'val'], loc='upper left')\n", + "plt.show()" + ], + "execution_count": 0, + "outputs": [ + { + "output_type": "display_data", + "data": { + "image/png": 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cOiVvG6smEuXspaUaLVZEpq1kd3AnX9lyqL4BPvz7pATFntZu6pu7qdYkRSIy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\nM7PtwDzgc+H6lUCtmT1L0PH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" + ] + }, + "metadata": { + "tags": [] + } + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "hT7GTV44Fzdx", + "colab_type": "code", + "colab": {} + }, + "source": [ + "" + ], + "execution_count": 0, + "outputs": [] + } + ] +} \ No newline at end of file diff --git a/harsh.pv07@gmail.com/AItech/Mnist.py b/harsh.pv07@gmail.com/AItech/Mnist.py deleted file mode 100644 index fae772c15..000000000 --- a/harsh.pv07@gmail.com/AItech/Mnist.py +++ /dev/null @@ -1,56 +0,0 @@ -# -*- coding: utf-8 -*- -"""Untitled0.ipynb - -Automatically generated by Colaboratory. - -Original file is located at - https://colab.research.google.com/drive/13LwwUhrRoM12zqnOoIqMHjce8TfO-f-l -""" - -import numpy -from keras.datasets import mnist -from keras.models import Sequential -from keras.layers import Dense -from keras.layers import Dropout -from keras.layers import Flatten -from keras.layers.convolutional import Conv2D -from keras.layers.convolutional import MaxPooling2D -from keras.utils import np_utils -from keras import backend as K -K.set_image_dim_ordering('th') - -seed = 7 -numpy.random.seed(seed) -(X_train, y_train), (X_test, y_test) = mnist.load_data() -X_train = X_train.reshape(X_train.shape[0], 1, 28, 28).astype('float32') -X_test = X_test.reshape(X_test.shape[0], 1, 28, 28).astype('float32') -X_train = X_train / 255 -X_test = X_test / 255 -y_train = np_utils.to_categorical(y_train) -y_test = np_utils.to_categorical(y_test) -num_classes = y_test.shape[1] - -def baseline_model(): - model = Sequential() - model.add(Conv2D(32, (5, 5), input_shape=(1, 28, 28), activation='relu')) - model.add(MaxPooling2D(pool_size=(2, 2))) - model.add(Dropout(0.2)) - model.add(Flatten()) - model.add(Dense(128, activation='relu')) - model.add(Dense(num_classes, activation='softmax')) - model.compile(loss='categorical_crossentropy', optimizer='AdaGrad', metrics=['accuracy']) - return model -model = baseline_model() -history = model.fit(X_train, y_train, validation_data=(X_test, y_test), epochs=10, batch_size=200, verbose=2) -scores = model.evaluate(X_test, y_test, verbose=0) -print("CNN Error: %.2f%%" % (100-scores[1]*100)) - -from matplotlib import pyplot as plt -plt.plot(history.history['acc']) -plt.plot(history.history['val_acc']) -plt.title('model accuracy') -plt.ylabel('accuracy') -plt.xlabel('epoch') -plt.legend(['train', 'val'], loc='upper left') -plt.show() -