{"cells":[{"metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","trusted":true},"cell_type":"code","source":"import os, sys\nimport numpy as np\nimport pandas as pd\nimport matplotlib.pyplot as plt\nfrom matplotlib.patches import Polygon\n\nfrom PIL import Image\nimport cv2","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_uuid":"0894f45191b7a5fcc57630caaa19b37ab232298d"},"cell_type":"code","source":"data = pd.read_csv('/kaggle/input/train_labels.csv')","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_uuid":"939216e2a66324ccb7bd6e2bfea1438c9d24bcd2"},"cell_type":"code","source":"# \nfig, ax = plt.subplots(1,5, figsize=(20,5))\nfor i, idx in enumerate(data[data['label'] == 0]['id'][:5]):\n    path = os.path.join('/kaggle/input/train/', idx)\n    ax[i].imshow(Image.open(path+'.tif'))\n    p = Polygon(((32, 32), (64, 32), (64, 64), (32, 64)),\n            fc=(0.0, 0.0, 0.0, 0.0), \n            ec=(0.0, 0.9, 0.0 ,0.9), lw=4, linestyle='--')\n    ax[i].add_patch(p)","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_uuid":"7c715870883e079c69fa49ab693872790e54665d"},"cell_type":"code","source":"fig, ax = plt.subplots(1,5, figsize=(20,5))\nfor i, idx in enumerate(data[data['label'] == 1]['id'][:5]):\n    path = os.path.join('/kaggle/input/train/', idx)\n    ax[i].imshow(Image.open(path+'.tif'))\n    p = Polygon(((32, 32), (64, 32), (64, 64), (32, 64)),\n            fc=(0.0, 0.0, 0.0, 0.0), \n            ec=(0.9, 0.0, 0.0 ,0.9), lw=4, linestyle='--')\n    ax[i].add_patch(p)","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_uuid":"a29c737d9f72d541a2222449accb2b6843714833"},"cell_type":"code","source":"","execution_count":null,"outputs":[]}],"metadata":{"kernelspec":{"display_name":"Python 3","language":"python","name":"python3"},"language_info":{"name":"python","version":"3.6.4","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"}},"nbformat":4,"nbformat_minor":1}