{"cells":[{"metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","trusted":true},"cell_type":"code","source":"import numpy as np \nimport pandas as pd\nimport math\nimport os\nimport cv2\n\n","execution_count":null,"outputs":[]},{"metadata":{"_uuid":"d629ff2d2480ee46fbb7e2d37f6b5fab8052498a","_cell_guid":"79c7e3d0-c299-4dcb-8224-4455121ee9b0","trusted":true},"cell_type":"code","source":"eyeleftright = pd.read_csv('../input/eyeleftright/eyelr.csv')","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"def drawrectangle(df, rows=49):\n    for i in range(rows):\n        df = eyeleftright\n        image_path = df.loc[i,'id_code']\n        img = cv2.imread(f'../input/aptos2019-blindness-detection/train_images/{image_path}.png')\n        x=int(df.loc[i,'x'])\n        y=int(df.loc[i,'y'])\n        x1= int(df.loc[i,'left']*x)-5\n        y1= int(df.loc[i,'top']*y)-5\n        x2=int(df.loc[i,'left']*x+ df.loc[i,'width']*x)+5\n        y2=int(df.loc[i,'top']*y+df.loc[i,'height']*y)+5\n        cv2.rectangle(img, (x1, y1), (x2, y2), (255,0,0), 2)\n        cv2.imwrite(image_path+'.png',img)                     \n\ndrawrectangle(eyeleftright)\n\n           \n                        \n         \n                          \n       ","execution_count":null,"outputs":[]}],"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"pygments_lexer":"ipython3","nbconvert_exporter":"python","version":"3.6.4","file_extension":".py","codemirror_mode":{"name":"ipython","version":3},"name":"python","mimetype":"text/x-python"}},"nbformat":4,"nbformat_minor":1}