From 8f7a2c355b1f5220492ae9e6d700921c420fa445 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Aur=C3=A9lien=20Geron?= Date: Sat, 13 Jul 2019 11:31:17 +0200 Subject: [PATCH] Display Fashion MNIST --- 10_neural_nets_with_keras.ipynb | 135 ++++++++++++++++++-------------- 1 file changed, 76 insertions(+), 59 deletions(-) diff --git a/10_neural_nets_with_keras.ipynb b/10_neural_nets_with_keras.ipynb index 215853c..a49cc0e 100644 --- a/10_neural_nets_with_keras.ipynb +++ b/10_neural_nets_with_keras.ipynb @@ -747,6 +747,23 @@ "y_new" ] }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [], + "source": [ + "plt.figure(figsize=(7.2, 2.4))\n", + "for index, image in enumerate(X_new):\n", + " plt.subplot(1, 3, index + 1)\n", + " plt.imshow(image, cmap=\"binary\", interpolation=\"nearest\")\n", + " plt.axis('off')\n", + " plt.title(class_names[y_test[index]], fontsize=12)\n", + "plt.subplots_adjust(wspace=0.2, hspace=0.5)\n", + "save_fig('fashion_mnist_images_plot', tight_layout=False)\n", + "plt.show()" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -763,7 +780,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 48, "metadata": {}, "outputs": [], "source": [ @@ -784,7 +801,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 49, "metadata": {}, "outputs": [], "source": [ @@ -794,7 +811,7 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 50, "metadata": {}, "outputs": [], "source": [ @@ -811,7 +828,7 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 51, "metadata": {}, "outputs": [], "source": [ @@ -823,7 +840,7 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 52, "metadata": {}, "outputs": [], "source": [ @@ -846,7 +863,7 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 53, "metadata": {}, "outputs": [], "source": [ @@ -856,7 +873,7 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 54, "metadata": {}, "outputs": [], "source": [ @@ -870,7 +887,7 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 55, "metadata": {}, "outputs": [], "source": [ @@ -879,7 +896,7 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": 56, "metadata": {}, "outputs": [], "source": [ @@ -899,7 +916,7 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 57, "metadata": {}, "outputs": [], "source": [ @@ -909,7 +926,7 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 58, "metadata": {}, "outputs": [], "source": [ @@ -924,7 +941,7 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 59, "metadata": {}, "outputs": [], "source": [ @@ -950,7 +967,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 60, "metadata": {}, "outputs": [], "source": [ @@ -960,7 +977,7 @@ }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 61, "metadata": {}, "outputs": [], "source": [ @@ -977,7 +994,7 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 62, "metadata": {}, "outputs": [], "source": [ @@ -986,7 +1003,7 @@ }, { "cell_type": "code", - "execution_count": 62, + "execution_count": 63, "metadata": {}, "outputs": [], "source": [ @@ -996,7 +1013,7 @@ }, { "cell_type": "code", - "execution_count": 63, + "execution_count": 64, "metadata": {}, "outputs": [], "source": [ @@ -1014,7 +1031,7 @@ }, { "cell_type": "code", - "execution_count": 64, + "execution_count": 65, "metadata": {}, "outputs": [], "source": [ @@ -1040,7 +1057,7 @@ }, { "cell_type": "code", - "execution_count": 65, + "execution_count": 66, "metadata": {}, "outputs": [], "source": [ @@ -1053,7 +1070,7 @@ }, { "cell_type": "code", - "execution_count": 66, + "execution_count": 67, "metadata": {}, "outputs": [], "source": [ @@ -1069,7 +1086,7 @@ }, { "cell_type": "code", - "execution_count": 67, + "execution_count": 68, "metadata": {}, "outputs": [], "source": [ @@ -1079,7 +1096,7 @@ }, { "cell_type": "code", - "execution_count": 68, + "execution_count": 69, "metadata": {}, "outputs": [], "source": [ @@ -1092,7 +1109,7 @@ }, { "cell_type": "code", - "execution_count": 69, + "execution_count": 70, "metadata": {}, "outputs": [], "source": [ @@ -1103,7 +1120,7 @@ }, { "cell_type": "code", - "execution_count": 70, + "execution_count": 71, "metadata": {}, "outputs": [], "source": [ @@ -1112,7 +1129,7 @@ }, { "cell_type": "code", - "execution_count": 71, + "execution_count": 72, "metadata": {}, "outputs": [], "source": [ @@ -1121,7 +1138,7 @@ }, { "cell_type": "code", - "execution_count": 72, + "execution_count": 73, "metadata": {}, "outputs": [], "source": [ @@ -1130,7 +1147,7 @@ }, { "cell_type": "code", - "execution_count": 73, + "execution_count": 74, "metadata": {}, "outputs": [], "source": [ @@ -1139,7 +1156,7 @@ }, { "cell_type": "code", - "execution_count": 74, + "execution_count": 75, "metadata": {}, "outputs": [], "source": [ @@ -1155,7 +1172,7 @@ }, { "cell_type": "code", - "execution_count": 75, + "execution_count": 76, "metadata": {}, "outputs": [], "source": [ @@ -1166,7 +1183,7 @@ }, { "cell_type": "code", - "execution_count": 76, + "execution_count": 77, "metadata": {}, "outputs": [], "source": [ @@ -1179,7 +1196,7 @@ }, { "cell_type": "code", - "execution_count": 77, + "execution_count": 78, "metadata": {}, "outputs": [], "source": [ @@ -1194,7 +1211,7 @@ }, { "cell_type": "code", - "execution_count": 78, + "execution_count": 79, "metadata": {}, "outputs": [], "source": [ @@ -1209,7 +1226,7 @@ }, { "cell_type": "code", - "execution_count": 79, + "execution_count": 80, "metadata": {}, "outputs": [], "source": [ @@ -1220,7 +1237,7 @@ }, { "cell_type": "code", - "execution_count": 80, + "execution_count": 81, "metadata": {}, "outputs": [], "source": [ @@ -1239,7 +1256,7 @@ }, { "cell_type": "code", - "execution_count": 81, + "execution_count": 82, "metadata": {}, "outputs": [], "source": [ @@ -1248,7 +1265,7 @@ }, { "cell_type": "code", - "execution_count": 82, + "execution_count": 83, "metadata": {}, "outputs": [], "source": [ @@ -1263,7 +1280,7 @@ }, { "cell_type": "code", - "execution_count": 83, + "execution_count": 84, "metadata": {}, "outputs": [], "source": [ @@ -1274,7 +1291,7 @@ }, { "cell_type": "code", - "execution_count": 84, + "execution_count": 85, "metadata": {}, "outputs": [], "source": [ @@ -1288,7 +1305,7 @@ }, { "cell_type": "code", - "execution_count": 85, + "execution_count": 86, "metadata": {}, "outputs": [], "source": [ @@ -1315,7 +1332,7 @@ }, { "cell_type": "code", - "execution_count": 86, + "execution_count": 87, "metadata": {}, "outputs": [], "source": [ @@ -1325,7 +1342,7 @@ }, { "cell_type": "code", - "execution_count": 87, + "execution_count": 88, "metadata": {}, "outputs": [], "source": [ @@ -1335,7 +1352,7 @@ }, { "cell_type": "code", - "execution_count": 88, + "execution_count": 89, "metadata": {}, "outputs": [], "source": [ @@ -1346,7 +1363,7 @@ }, { "cell_type": "code", - "execution_count": 89, + "execution_count": 90, "metadata": {}, "outputs": [], "source": [ @@ -1360,7 +1377,7 @@ }, { "cell_type": "code", - "execution_count": 90, + "execution_count": 91, "metadata": {}, "outputs": [], "source": [ @@ -1386,7 +1403,7 @@ }, { "cell_type": "code", - "execution_count": 91, + "execution_count": 92, "metadata": {}, "outputs": [], "source": [ @@ -1402,7 +1419,7 @@ }, { "cell_type": "code", - "execution_count": 92, + "execution_count": 93, "metadata": {}, "outputs": [], "source": [ @@ -1413,7 +1430,7 @@ }, { "cell_type": "code", - "execution_count": 93, + "execution_count": 94, "metadata": {}, "outputs": [], "source": [ @@ -1430,7 +1447,7 @@ }, { "cell_type": "code", - "execution_count": 94, + "execution_count": 95, "metadata": {}, "outputs": [], "source": [ @@ -1439,7 +1456,7 @@ }, { "cell_type": "code", - "execution_count": 95, + "execution_count": 96, "metadata": {}, "outputs": [], "source": [ @@ -1450,7 +1467,7 @@ }, { "cell_type": "code", - "execution_count": 96, + "execution_count": 97, "metadata": {}, "outputs": [], "source": [ @@ -1459,7 +1476,7 @@ }, { "cell_type": "code", - "execution_count": 97, + "execution_count": 98, "metadata": {}, "outputs": [], "source": [ @@ -1468,7 +1485,7 @@ }, { "cell_type": "code", - "execution_count": 98, + "execution_count": 99, "metadata": {}, "outputs": [], "source": [ @@ -1478,7 +1495,7 @@ }, { "cell_type": "code", - "execution_count": 99, + "execution_count": 100, "metadata": {}, "outputs": [], "source": [ @@ -1499,7 +1516,7 @@ }, { "cell_type": "code", - "execution_count": 100, + "execution_count": 101, "metadata": {}, "outputs": [], "source": [ @@ -1508,7 +1525,7 @@ }, { "cell_type": "code", - "execution_count": 101, + "execution_count": 102, "metadata": {}, "outputs": [], "source": [ @@ -1517,7 +1534,7 @@ }, { "cell_type": "code", - "execution_count": 102, + "execution_count": 103, "metadata": {}, "outputs": [], "source": [ @@ -1526,7 +1543,7 @@ }, { "cell_type": "code", - "execution_count": 103, + "execution_count": 104, "metadata": {}, "outputs": [], "source": [ @@ -1535,7 +1552,7 @@ }, { "cell_type": "code", - "execution_count": 104, + "execution_count": 105, "metadata": {}, "outputs": [], "source": [ @@ -1545,7 +1562,7 @@ }, { "cell_type": "code", - "execution_count": 105, + "execution_count": 106, "metadata": {}, "outputs": [], "source": [