From d8c81b8fe61624fe13c738ae11e16e2a9421dba4 Mon Sep 17 00:00:00 2001 From: honghanhh Date: Thu, 3 Dec 2020 00:31:15 +0100 Subject: [PATCH] update full solution course 1 --- Badges/Intro-to-TF.pdf | Bin 0 -> 276234 bytes Badges/Intro-to-TF.png | Bin 0 -> 373666 bytes .../README.md | 15 ++ .../Week 3/Excercise-3-Question.ipynb | 43 +++- .../Week 4/Exercise4-Question.ipynb | 236 ++++++++++++++++++ .../img/w4_quizz1a.png | Bin 0 -> 56224 bytes .../img/w4_quizz1b.png | Bin 0 -> 68001 bytes .../img/w4_quizz1c.png | Bin 0 -> 83436 bytes README.md | 3 + 9 files changed, 293 insertions(+), 4 deletions(-) create mode 100644 Badges/Intro-to-TF.pdf create mode 100644 Badges/Intro-to-TF.png create mode 100644 Course 1: Introduction to Tensorflow/Week 4/Exercise4-Question.ipynb create mode 100644 Course 1: Introduction to Tensorflow/img/w4_quizz1a.png create mode 100644 Course 1: Introduction to Tensorflow/img/w4_quizz1b.png create mode 100644 Course 1: Introduction to 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zs=l2>wF(0jY9M+9J>ks=ND}06=6;Bd4H<>Y2Yv+qE4bWX02A2clvYS1ePS%OeRPN) zU~<6Hh-qgRlaT3_|0W1?LPpb-w|EvgB_2JkaJW1{MOujdVI#nT@GA!aek176e{z9P>P0xYI7 zm){aTiSB7@YLVuwuRqZ6>98mTUdov|RyO;lM0Zs1ro0q;8SS!!47+3o^zwz5x2Pc^ zA+Qbz=)6IYD!DBi?{rG#;SOe^;9_C1C=|6`smyg zD+Q-_vExdFbq`r)UD*ScE~=;MEGl>c^V_$~7SY0cT~g#Y-le?JuY7kvH|L7(^A z|B<)xY}>kf5oD6Oy9eTUyykD~wk+UKzU-;4jh?;Ut| b_6k4e&xT< literal 0 HcmV?d00001 diff --git a/Course 1: Introduction to Tensorflow/README.md b/Course 1: Introduction to Tensorflow/README.md index 9df7615..83041ba 100644 --- a/Course 1: Introduction to Tensorflow/README.md +++ b/Course 1: Introduction to Tensorflow/README.md @@ -59,6 +59,21 @@ ### Week 4 +- Quiz: +

    + +

    + +

    + +

    + +

    + +

    + +- [Programming assignment](). + ## Contributors: - 🐮 [@honghanhh](https://github.com/honghanhh) diff --git a/Course 1: Introduction to Tensorflow/Week 3/Excercise-3-Question.ipynb b/Course 1: Introduction to Tensorflow/Week 3/Excercise-3-Question.ipynb index 4610e8b..84caba2 100644 --- a/Course 1: Introduction to Tensorflow/Week 3/Excercise-3-Question.ipynb +++ b/Course 1: Introduction to Tensorflow/Week 3/Excercise-3-Question.ipynb @@ -72,7 +72,7 @@ " test_images = test_images.reshape(10000, 28, 28, 1)/255.0\n", " # YOUR CODE ENDS HERE\n", "\n", - " model = tf.keras.models.Sequential([\n", + " model = Sequential([\n", " # YOUR CODE STARTS HERE\n", " Conv2D(64, (3,3), activation = 'relu', input_shape = (28,28,1)),\n", " MaxPooling2D(2,2),\n", @@ -96,9 +96,44 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: Logging before flag parsing goes to stderr.\n", + "W1202 22:49:58.943024 139791317272384 deprecation.py:506] From /usr/local/lib/python3.6/dist-packages/tensorflow/python/ops/init_ops.py:1251: calling VarianceScaling.__init__ (from tensorflow.python.ops.init_ops) with dtype is deprecated and will be removed in a future version.\n", + "Instructions for updating:\n", + "Call initializer instance with the dtype argument instead of passing it to the constructor\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 1/20\n", + "60000/60000 [==============================] - 16s 265us/sample - loss: 0.1389 - acc: 0.9592\n", + "Epoch 2/20\n", + "60000/60000 [==============================] - 12s 205us/sample - loss: 0.0485 - acc: 0.9851\n", + "Epoch 3/20\n", + "60000/60000 [==============================] - 12s 203us/sample - loss: 0.0295 - acc: 0.9908\n", + "Epoch 4/20\n", + "60000/60000 [==============================] - 12s 200us/sample - loss: 0.0189 - acc: 0.9941\n", + "Epoch 5/20\n", + "60000/60000 [==============================] - 12s 200us/sample - loss: 0.0137 - acc: 0.9955\n", + "Epoch 6/20\n", + "60000/60000 [==============================] - 12s 194us/sample - loss: 0.0091 - acc: 0.9970\n", + "Epoch 7/20\n", + "60000/60000 [==============================] - 12s 195us/sample - loss: 0.0071 - acc: 0.9977\n", + "Epoch 8/20\n", + "59616/60000 [============================>.] - ETA: 0s - loss: 0.0057 - acc: 0.9981\n", + "Reached 99% accuracy so cancelling training!\n", + "60000/60000 [==============================] - 11s 190us/sample - loss: 0.0057 - acc: 0.9980\n" + ] + } + ], "source": [ "_, _ = train_mnist_conv()" ] @@ -163,4 +198,4 @@ }, "nbformat": 4, "nbformat_minor": 1 -} +} \ No newline at end of file diff --git a/Course 1: Introduction to Tensorflow/Week 4/Exercise4-Question.ipynb b/Course 1: Introduction to Tensorflow/Week 4/Exercise4-Question.ipynb new file mode 100644 index 0000000..c5c9761 --- /dev/null +++ b/Course 1: Introduction to Tensorflow/Week 4/Exercise4-Question.ipynb @@ -0,0 +1,236 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "UncprnB0ymAE" + }, + "source": [ + "Below is code with a link to a happy or sad dataset which contains 80 images, 40 happy and 40 sad. \n", + "Create a convolutional neural network that trains to 100% accuracy on these images, which cancels training upon hitting training accuracy of >.999\n", + "\n", + "Hint -- it will work best with 3 convolutional layers." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import tensorflow as tf\n", + "import os\n", + "import zipfile\n", + "from os import path, getcwd, chdir\n", + "from tensorflow.keras.models import Sequential\n", + "from tensorflow.keras.layers import Flatten, Dense, Conv2D, MaxPooling2D\n", + "from tensorflow.keras.callbacks import Callback\n", + "\n", + "# DO NOT CHANGE THE LINE BELOW. If you are developing in a local\n", + "# environment, then grab happy-or-sad.zip from the Coursera Jupyter Notebook\n", + "# and place it inside a local folder and edit the path to that location\n", + "path = f\"{getcwd()}/../tmp2/happy-or-sad.zip\"\n", + "\n", + "zip_ref = zipfile.ZipFile(path, 'r')\n", + "zip_ref.extractall(\"/tmp/h-or-s\")\n", + "zip_ref.close()" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# GRADED FUNCTION: train_happy_sad_model\n", + "def train_happy_sad_model():\n", + " # Please write your code only where you are indicated.\n", + " # please do not remove # model fitting inline comments.\n", + "\n", + " DESIRED_ACCURACY = 0.999\n", + "\n", + " class myCallback(Callback): # your code\n", + " def on_epoch_end(self, epoch, logs={}):\n", + " if (logs.get('acc') > DESIRED_ACCURACY):\n", + " print(\"\\nReached ~100% accuracy so cancelling training!\")\n", + " self.model.stop_training = True\n", + " # Your Code\n", + "\n", + " callbacks = myCallback()\n", + " \n", + " # This Code Block should Define and Compile the Model. Please assume the images are 150 X 150 in your implementation.\n", + " model = Sequential([\n", + " # Your Code Here\n", + " Conv2D(16, (3,3), activation = 'relu', input_shape = (150,150,3)),\n", + " MaxPooling2D(2,2),\n", + " Conv2D(32, (3,3), activation = 'relu'),\n", + " MaxPooling2D(2,2),\n", + " Conv2D(64, (3,3), activation = 'relu'),\n", + " MaxPooling2D(2,2),\n", + " Flatten(),\n", + " Dense(512, activation = 'relu'),\n", + " Dense(1, activation = 'sigmoid')\n", + " ])\n", + "\n", + " from tensorflow.keras.optimizers import RMSprop\n", + "\n", + " model.compile(optimizer= RMSprop(lr = 0.001), loss='binary_crossentropy', metrics=['acc'])# Your Code Here #)\n", + " \n", + "\n", + " # This code block should create an instance of an ImageDataGenerator called train_datagen \n", + " # And a train_generator by calling train_datagen.flow_from_directory\n", + "\n", + " from tensorflow.keras.preprocessing.image import ImageDataGenerator\n", + "\n", + " train_datagen = ImageDataGenerator(rescale = 1./255) # Your Code Here\n", + "\n", + " # Please use a target_size of 150 X 150.\n", + " train_generator = train_datagen.flow_from_directory(\n", + " # Your Code Here)\n", + " # Expected output: 'Found 80 images belonging to 2 classes'\n", + " '/tmp/h-or-s/',\n", + " target_size = (150, 150),\n", + " batch_size = 128,\n", + " class_mode = 'binary'\n", + " )\n", + "\n", + " # This code block should call model.fit_generator and train for\n", + " # a number of epochs.\n", + " # model fitting\n", + " history = model.fit_generator(\n", + " # Your Code Here)\n", + " # model fitting\n", + " train_generator,\n", + " steps_per_epoch = 8,\n", + " epochs = 15,\n", + " callbacks = [callbacks],\n", + " verbose = 2\n", + " )\n", + " return history.history['acc'][-1]" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: Logging before flag parsing goes to stderr.\n", + "W1202 23:25:19.177921 140608713762624 deprecation.py:506] From /usr/local/lib/python3.6/dist-packages/tensorflow/python/ops/init_ops.py:1251: calling VarianceScaling.__init__ (from tensorflow.python.ops.init_ops) with dtype is deprecated and will be removed in a future version.\n", + "Instructions for updating:\n", + "Call initializer instance with the dtype argument instead of passing it to the constructor\n", + "W1202 23:25:19.543609 140608713762624 deprecation.py:323] From /usr/local/lib/python3.6/dist-packages/tensorflow/python/ops/nn_impl.py:180: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version.\n", + "Instructions for updating:\n", + "Use tf.where in 2.0, which has the same broadcast rule as np.where\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 80 images belonging to 2 classes.\n", + "Epoch 1/15\n", + "8/8 - 6s - loss: 2.5840 - acc: 0.6453\n", + "Epoch 2/15\n", + "8/8 - 2s - loss: 0.5867 - acc: 0.7781\n", + "Epoch 3/15\n", + "8/8 - 2s - loss: 0.4023 - acc: 0.8141\n", + "Epoch 4/15\n", + "8/8 - 2s - loss: 0.1744 - acc: 0.9625\n", + "Epoch 5/15\n", + "8/8 - 2s - loss: 0.1311 - acc: 0.9688\n", + "Epoch 6/15\n", + "8/8 - 2s - loss: 0.1083 - acc: 0.9672\n", + "Epoch 7/15\n", + "8/8 - 2s - loss: 0.1950 - acc: 0.9281\n", + "Epoch 8/15\n", + "8/8 - 2s - loss: 0.0395 - acc: 0.9953\n", + "Epoch 9/15\n", + "8/8 - 2s - loss: 0.0208 - acc: 0.9937\n", + "Epoch 10/15\n", + "\n", + "Reached ~100% accuracy so cancelling training!\n", + "8/8 - 2s - loss: 0.0090 - acc: 1.0000\n" + ] + }, + { + "data": { + "text/plain": [ + "1.0" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# The Expected output: \"Reached 99.9% accuracy so cancelling training!\"\"\n", + "train_happy_sad_model()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Now click the 'Submit Assignment' button above.\n", + "# Once that is complete, please run the following two cells to save your work and close the notebook" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%%javascript\n", + "\n", + "IPython.notebook.save_checkpoint();" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%%javascript\n", + "IPython.notebook.session.delete();\n", + "window.onbeforeunload = null\n", + "setTimeout(function() { window.close(); }, 1000);" + ] + } + ], + "metadata": { + "coursera": { + "course_slug": "introduction-tensorflow", + "graded_item_id": "1kAlw", + "launcher_item_id": "PNLYD" + }, + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", 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    + +

    ### 2. Convolutional Neural Networks in TensorFlow

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