diff --git a/data/imgs/test/sem/1.png b/data/imgs/test/sem/1.png index 0ba30a2..d1a3d6b 100644 Binary files a/data/imgs/test/sem/1.png and b/data/imgs/test/sem/1.png differ diff --git a/exercises/Jupyter notebook CVML.ipynb b/exercises/Jupyter notebook CVML.ipynb index 14dfff3..b1ba2ba 100644 --- a/exercises/Jupyter notebook CVML.ipynb +++ b/exercises/Jupyter notebook CVML.ipynb @@ -2316,7 +2316,7 @@ }, { "cell_type": "markdown", - "id": "0b3f858b", + "id": "558dba9a", "metadata": {}, "source": [ "## Opdracht 6.1: ZTDL 6: Convolutional Neural Networks – MNIST" @@ -2325,7 +2325,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3eda82ac", + "id": "1935903b", "metadata": {}, "outputs": [], "source": [ @@ -2389,10 +2389,256 @@ "## De eindopdracht" ] }, + { + "cell_type": "markdown", + "id": "c044b378", + "metadata": {}, + "source": [ + "We hebben de video bekeken en hebben besloten een binaire classificatie te testen van foto's waar wij op staan. Hierbij zullen we de foto's onderverdelen en testen op of Sem of Lars op de foto staat. We hebben dus ook een dataset gemaakt met foto's van ons allebei." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "93b488c5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Populating the interactive namespace from numpy and matplotlib\n" + ] + } + ], + "source": [ + "%pylab inline\n", + "from tensorflow.keras.preprocessing.image import ImageDataGenerator\n", + "from tensorflow.keras.preprocessing import image\n", + "import tensorflow as tf\n", + "import matplotlib.pyplot as plt\n", + "import os\n", + "import matplotlib.image as mpimg\n", + "import numpy as np" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "089b7fed", + "metadata": {}, + "outputs": [], + "source": [ + "img = image.load_img('../data/imgs/test/sem/1.png')" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "07fd9543", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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