{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "### Setup\n", "\n", "Import Caffe and the usual modules." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "\n", "# Make sure that caffe is on the python path:\n", "caffe_root = '../../' # this file is expected to be in {caffe_root}/examples/siamese\n", "import sys\n", "sys.path.insert(0, caffe_root + 'python')\n", "\n", "import caffe" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Load the trained net\n", "\n", "Load the model definition and weights and set to CPU mode TEST phase computation with input scaling." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [], "source": [ "MODEL_FILE = 'mnist_siamese.prototxt'\n", "# decrease if you want to preview during training\n", "PRETRAINED_FILE = 'mnist_siamese_iter_50000.caffemodel' \n", "caffe.set_mode_cpu()\n", "net = caffe.Net(MODEL_FILE, PRETRAINED_FILE, caffe.TEST)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Load some MNIST test data" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [], "source": [ "TEST_DATA_FILE = '../../data/mnist/t10k-images-idx3-ubyte'\n", "TEST_LABEL_FILE = '../../data/mnist/t10k-labels-idx1-ubyte'\n", "n = 10000\n", "\n", "with open(TEST_DATA_FILE, 'rb') as f:\n", " f.read(16) # skip the header\n", " raw_data = np.fromstring(f.read(n * 28*28), dtype=np.uint8)\n", "\n", "with open(TEST_LABEL_FILE, 'rb') as f:\n", " f.read(8) # skip the header\n", " labels = np.fromstring(f.read(n), dtype=np.uint8)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Generate the Siamese features" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# reshape and preprocess\n", "caffe_in = raw_data.reshape(n, 1, 28, 28) * 0.00390625 # manually scale data instead of using `caffe.io.Transformer`\n", "out = net.forward_all(data=caffe_in)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Visualize the learned Siamese embedding" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAA54AAAIXCAYAAAD0R4FDAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzsvXtwXOWZr/usvurWUktqGdmxaawEHEMuthGXITiIyMaJ\n", "wbEMFmCTDMkkoyqSyTnZMwdqpmYyzEyS2ruKue2ZqSTHO/vYGQbhCxdjwI637ViWMEEEMJhgB4MB\n", "gSRLsizJkiypuyX1+WP1Wlp971YvSd3y+1S5rF69Lt/6+lOrf/2+v/dVgsEggiAIgiAIgiAIgjBT\n", "WOZ6AIIgCIIgCIIgCML8RoSnIAiCIAiCIAiCMKOI8BQEQRAEQRAEQRBmFBGegiAIgiAIgiAIwowi\n", "wlMQBEEQBEEQBEGYUUR4CoIgCIIgCIIgCDNKRsJTUZQ8RVFaFUV5U1GUU4qi/HezBiYIgiAIgiAI\n", "giDMD5RM+3gqilIQDAZHFEWxAS8B/08wGHzJlNEJgiAIgiAIgiAIOU/GqbbBYHAk9KMDsAJ9mZ5T\n", 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plotting the Siamese network embedding.", "example_name": "Siamese network embedding", "include_in_docs": true, "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.9" }, "priority": 7 }, "nbformat": 4, "nbformat_minor": 0 }