{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.11.13","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"},"kaggle":{"accelerator":"none","dataSources":[{"sourceId":112509,"databundleVersionId":14254895,"sourceType":"competition"},{"sourceId":14344312,"sourceType":"datasetVersion","datasetId":9158951}],"dockerImageVersionId":31239,"isInternetEnabled":true,"language":"python","sourceType":"notebook","isGpuEnabled":false}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"# This Python 3 environment comes with many helpful analytics libraries installed\n# It is defined by the kaggle/python Docker image: https://github.com/kaggle/docker-python\n# For example, here's several helpful packages to load\n\nimport numpy as np # linear algebra\nimport pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)\n\n# Input data files are available in the read-only \"../input/\" directory\n# For example, running this (by clicking run or pressing Shift+Enter) will list all files under the input directory\n\nimport os\nfor dirname, _, filenames in os.walk('/kaggle/input'):\n    for filename in filenames:\n        print(os.path.join(dirname, filename))\n\n# You can write up to 20GB to the current directory (/kaggle/working/) that gets preserved as output when you create a version using \"Save & Run All\" \n# You can also write temporary files to /kaggle/temp/, but they won't be saved outside of the current session","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","trusted":true,"execution":{"iopub.status.busy":"2025-12-30T13:49:51.031501Z","iopub.execute_input":"2025-12-30T13:49:51.031845Z","iopub.status.idle":"2025-12-30T13:49:51.419355Z","shell.execute_reply.started":"2025-12-30T13:49:51.031823Z","shell.execute_reply":"2025-12-30T13:49:51.418325Z"}},"outputs":[{"name":"stdout","text":"/kaggle/input/csiro-biomass/sample_submission.csv\n/kaggle/input/csiro-biomass/train.csv\n/kaggle/input/csiro-biomass/test.csv\n/kaggle/input/csiro-biomass/test/ID1001187975.jpg\n/kaggle/input/csiro-biomass/train/ID2099464826.jpg\n/kaggle/input/csiro-biomass/train/ID2037861084.jpg\n/kaggle/input/csiro-biomass/train/ID1211362607.jpg\n/kaggle/input/csiro-biomass/train/ID1853508321.jpg\n/kaggle/input/csiro-biomass/train/ID193102215.jpg\n/kaggle/input/csiro-biomass/train/ID698608346.jpg\n/kaggle/input/csiro-biomass/train/ID1859251563.jpg\n/kaggle/input/csiro-biomass/train/ID1880764911.jpg\n/kaggle/input/csiro-biomass/train/ID853954911.jpg\n/kaggle/input/csiro-biomass/train/ID1403107574.jpg\n/kaggle/input/csiro-biomass/train/ID1781353117.jpg\n/kaggle/input/csiro-biomass/train/ID384648061.jpg\n/kaggle/input/csiro-biomass/train/ID1563418511.jpg\n/kaggle/input/csiro-biomass/train/ID2125100696.jpg\n/kaggle/input/csiro-biomass/train/ID482555369.jpg\n/kaggle/input/csiro-biomass/train/ID638711343.jpg\n/kaggle/input/csiro-biomass/train/ID779628955.jpg\n/kaggle/input/csiro-biomass/train/ID1876271942.jpg\n/kaggle/input/csiro-biomass/train/ID1692894460.jpg\n/kaggle/input/csiro-biomass/train/ID746335827.jpg\n/kaggle/input/csiro-biomass/train/ID1136169672.jpg\n/kaggle/input/csiro-biomass/train/ID1471216911.jpg\n/kaggle/input/csiro-biomass/train/ID846154859.jpg\n/kaggle/input/csiro-biomass/train/ID1294770420.jpg\n/kaggle/input/csiro-biomass/train/ID1183807388.jpg\n/kaggle/input/csiro-biomass/train/ID423506847.jpg\n/kaggle/input/csiro-biomass/train/ID1889150649.jpg\n/kaggle/input/csiro-biomass/train/ID1140993511.jpg\n/kaggle/input/csiro-biomass/train/ID1413758094.jpg\n/kaggle/input/csiro-biomass/train/ID1545077474.jpg\n/kaggle/input/csiro-biomass/train/ID95050718.jpg\n/kaggle/input/csiro-biomass/train/ID528010569.jpg\n/kaggle/input/csiro-biomass/train/ID1645161155.jpg\n/kaggle/input/csiro-biomass/train/ID786365141.jpg\n/kaggle/input/csiro-biomass/train/ID896386823.jpg\n/kaggle/input/csiro-biomass/train/ID1025234388.jpg\n/kaggle/input/csiro-biomass/train/ID663006174.jpg\n/kaggle/input/csiro-biomass/train/ID1509266870.jpg\n/kaggle/input/csiro-biomass/train/ID1496750796.jpg\n/kaggle/input/csiro-biomass/train/ID471758347.jpg\n/kaggle/input/csiro-biomass/train/ID740402124.jpg\n/kaggle/input/csiro-biomass/train/ID1624268863.jpg\n/kaggle/input/csiro-biomass/train/ID1098771283.jpg\n/kaggle/input/csiro-biomass/train/ID710341728.jpg\n/kaggle/input/csiro-biomass/train/ID2086966681.jpg\n/kaggle/input/csiro-biomass/train/ID1573329652.jpg\n/kaggle/input/csiro-biomass/train/ID54128926.jpg\n/kaggle/input/csiro-biomass/train/ID50027657.jpg\n/kaggle/input/csiro-biomass/train/ID1559189397.jpg\n/kaggle/input/csiro-biomass/train/ID290369222.jpg\n/kaggle/input/csiro-biomass/train/ID1590632667.jpg\n/kaggle/input/csiro-biomass/train/ID552040066.jpg\n/kaggle/input/csiro-biomass/train/ID488873801.jpg\n/kaggle/input/csiro-biomass/train/ID363069566.jpg\n/kaggle/input/csiro-biomass/train/ID1839139621.jpg\n/kaggle/input/csiro-biomass/train/ID1131079710.jpg\n/kaggle/input/csiro-biomass/train/ID2010625680.jpg\n/kaggle/input/csiro-biomass/train/ID152157478.jpg\n/kaggle/input/csiro-biomass/train/ID1357758282.jpg\n/kaggle/input/csiro-biomass/train/ID1498398599.jpg\n/kaggle/input/csiro-biomass/train/ID679913293.jpg\n/kaggle/input/csiro-biomass/train/ID697718693.jpg\n/kaggle/input/csiro-biomass/train/ID4464212.jpg\n/kaggle/input/csiro-biomass/train/ID1275072698.jpg\n/kaggle/input/csiro-biomass/train/ID1579942839.jpg\n/kaggle/input/csiro-biomass/train/ID799079114.jpg\n/kaggle/input/csiro-biomass/train/ID1415329644.jpg\n/kaggle/input/csiro-biomass/train/ID1510574031.jpg\n/kaggle/input/csiro-biomass/train/ID1078930021.jpg\n/kaggle/input/csiro-biomass/train/ID1456861072.jpg\n/kaggle/input/csiro-biomass/train/ID930534670.jpg\n/kaggle/input/csiro-biomass/train/ID13162390.jpg\n/kaggle/input/csiro-biomass/train/ID567744300.jpg\n/kaggle/input/csiro-biomass/train/ID344618040.jpg\n/kaggle/input/csiro-biomass/train/ID566966892.jpg\n/kaggle/input/csiro-biomass/train/ID1437386574.jpg\n/kaggle/input/csiro-biomass/train/ID667059550.jpg\n/kaggle/input/csiro-biomass/train/ID72895391.jpg\n/kaggle/input/csiro-biomass/train/ID1193692654.jpg\n/kaggle/input/csiro-biomass/train/ID1386202352.jpg\n/kaggle/input/csiro-biomass/train/ID871463897.jpg\n/kaggle/input/csiro-biomass/train/ID2096636211.jpg\n/kaggle/input/csiro-biomass/train/ID2003438517.jpg\n/kaggle/input/csiro-biomass/train/ID21377800.jpg\n/kaggle/input/csiro-biomass/train/ID230058600.jpg\n/kaggle/input/csiro-biomass/train/ID1753847361.jpg\n/kaggle/input/csiro-biomass/train/ID1512751450.jpg\n/kaggle/input/csiro-biomass/train/ID12390962.jpg\n/kaggle/input/csiro-biomass/train/ID1746343319.jpg\n/kaggle/input/csiro-biomass/train/ID978026131.jpg\n/kaggle/input/csiro-biomass/train/ID383231615.jpg\n/kaggle/input/csiro-biomass/train/ID146920896.jpg\n/kaggle/input/csiro-biomass/train/ID1036339023.jpg\n/kaggle/input/csiro-biomass/train/ID1168534540.jpg\n/kaggle/input/csiro-biomass/train/ID1859792585.jpg\n/kaggle/input/csiro-biomass/train/ID1251029854.jpg\n/kaggle/input/csiro-biomass/train/ID1113329413.jpg\n/kaggle/input/csiro-biomass/train/ID1874904894.jpg\n/kaggle/input/csiro-biomass/train/ID1671844336.jpg\n/kaggle/input/csiro-biomass/train/ID1831254380.jpg\n/kaggle/input/csiro-biomass/train/ID1103883611.jpg\n/kaggle/input/csiro-biomass/train/ID797502182.jpg\n/kaggle/input/csiro-biomass/train/ID1784585001.jpg\n/kaggle/input/csiro-biomass/train/ID1058383417.jpg\n/kaggle/input/csiro-biomass/train/ID1488408526.jpg\n/kaggle/input/csiro-biomass/train/ID429799190.jpg\n/kaggle/input/csiro-biomass/train/ID1291116815.jpg\n/kaggle/input/csiro-biomass/train/ID1516374298.jpg\n/kaggle/input/csiro-biomass/train/ID1618597318.jpg\n/kaggle/input/csiro-biomass/train/ID1345375788.jpg\n/kaggle/input/csiro-biomass/train/ID686797154.jpg\n/kaggle/input/csiro-biomass/train/ID1139866256.jpg\n/kaggle/input/csiro-biomass/train/ID1149598723.jpg\n/kaggle/input/csiro-biomass/train/ID212206250.jpg\n/kaggle/input/csiro-biomass/train/ID112966473.jpg\n/kaggle/input/csiro-biomass/train/ID1540480250.jpg\n/kaggle/input/csiro-biomass/train/ID544444725.jpg\n/kaggle/input/csiro-biomass/train/ID1513184765.jpg\n/kaggle/input/csiro-biomass/train/ID668330410.jpg\n/kaggle/input/csiro-biomass/train/ID1444674500.jpg\n/kaggle/input/csiro-biomass/train/ID1962379474.jpg\n/kaggle/input/csiro-biomass/train/ID605134229.jpg\n/kaggle/input/csiro-biomass/train/ID914754166.jpg\n/kaggle/input/csiro-biomass/train/ID354528442.jpg\n/kaggle/input/csiro-biomass/train/ID950496197.jpg\n/kaggle/input/csiro-biomass/train/ID1395011773.jpg\n/kaggle/input/csiro-biomass/train/ID1357768767.jpg\n/kaggle/input/csiro-biomass/train/ID210865340.jpg\n/kaggle/input/csiro-biomass/train/ID936984905.jpg\n/kaggle/input/csiro-biomass/train/ID1976436386.jpg\n/kaggle/input/csiro-biomass/train/ID1215977190.jpg\n/kaggle/input/csiro-biomass/train/ID803479541.jpg\n/kaggle/input/csiro-biomass/train/ID1244346858.jpg\n/kaggle/input/csiro-biomass/train/ID158170916.jpg\n/kaggle/input/csiro-biomass/train/ID1208644039.jpg\n/kaggle/input/csiro-biomass/train/ID1314135397.jpg\n/kaggle/input/csiro-biomass/train/ID1012260530.jpg\n/kaggle/input/csiro-biomass/train/ID1053972079.jpg\n/kaggle/input/csiro-biomass/train/ID656251220.jpg\n/kaggle/input/csiro-biomass/train/ID1084819986.jpg\n/kaggle/input/csiro-biomass/train/ID1337107565.jpg\n/kaggle/input/csiro-biomass/train/ID1268934251.jpg\n/kaggle/input/csiro-biomass/train/ID617132135.jpg\n/kaggle/input/csiro-biomass/train/ID1472525822.jpg\n/kaggle/input/csiro-biomass/train/ID668475812.jpg\n/kaggle/input/csiro-biomass/train/ID681680726.jpg\n/kaggle/input/csiro-biomass/train/ID1476045099.jpg\n/kaggle/input/csiro-biomass/train/ID1570190541.jpg\n/kaggle/input/csiro-biomass/train/ID1403078396.jpg\n/kaggle/input/csiro-biomass/train/ID2030696575.jpg\n/kaggle/input/csiro-biomass/train/ID1782608354.jpg\n/kaggle/input/csiro-biomass/train/ID194823383.jpg\n/kaggle/input/csiro-biomass/train/ID196516535.jpg\n/kaggle/input/csiro-biomass/train/ID212206832.jpg\n/kaggle/input/csiro-biomass/train/ID1638922597.jpg\n/kaggle/input/csiro-biomass/train/ID1457700382.jpg\n/kaggle/input/csiro-biomass/train/ID1989506559.jpg\n/kaggle/input/csiro-biomass/train/ID789169173.jpg\n/kaggle/input/csiro-biomass/train/ID1634731537.jpg\n/kaggle/input/csiro-biomass/train/ID1428837636.jpg\n/kaggle/input/csiro-biomass/train/ID2006686196.jpg\n/kaggle/input/csiro-biomass/train/ID885388135.jpg\n/kaggle/input/csiro-biomass/train/ID1789853061.jpg\n/kaggle/input/csiro-biomass/train/ID1655778545.jpg\n/kaggle/input/csiro-biomass/train/ID697059386.jpg\n/kaggle/input/csiro-biomass/train/ID121331988.jpg\n/kaggle/input/csiro-biomass/train/ID2099742797.jpg\n/kaggle/input/csiro-biomass/train/ID342818398.jpg\n/kaggle/input/csiro-biomass/train/ID317990700.jpg\n/kaggle/input/csiro-biomass/train/ID706288721.jpg\n/kaggle/input/csiro-biomass/train/ID1159071020.jpg\n/kaggle/input/csiro-biomass/train/ID755710743.jpg\n/kaggle/input/csiro-biomass/train/ID1254829053.jpg\n/kaggle/input/csiro-biomass/train/ID475010202.jpg\n/kaggle/input/csiro-biomass/train/ID1693880739.jpg\n/kaggle/input/csiro-biomass/train/ID1894998379.jpg\n/kaggle/input/csiro-biomass/train/ID48303557.jpg\n/kaggle/input/csiro-biomass/train/ID1385921939.jpg\n/kaggle/input/csiro-biomass/train/ID147528735.jpg\n/kaggle/input/csiro-biomass/train/ID407646960.jpg\n/kaggle/input/csiro-biomass/train/ID1035947949.jpg\n/kaggle/input/csiro-biomass/train/ID1119761112.jpg\n/kaggle/input/csiro-biomass/train/ID1988033238.jpg\n/kaggle/input/csiro-biomass/train/ID1857489997.jpg\n/kaggle/input/csiro-biomass/train/ID742198710.jpg\n/kaggle/input/csiro-biomass/train/ID588120964.jpg\n/kaggle/input/csiro-biomass/train/ID431471530.jpg\n/kaggle/input/csiro-biomass/train/ID353424190.jpg\n/kaggle/input/csiro-biomass/train/ID380752847.jpg\n/kaggle/input/csiro-biomass/train/ID2069766023.jpg\n/kaggle/input/csiro-biomass/train/ID600602588.jpg\n/kaggle/input/csiro-biomass/train/ID560946727.jpg\n/kaggle/input/csiro-biomass/train/ID1011485656.jpg\n/kaggle/input/csiro-biomass/train/ID808079729.jpg\n/kaggle/input/csiro-biomass/train/ID1217108125.jpg\n/kaggle/input/csiro-biomass/train/ID1623964968.jpg\n/kaggle/input/csiro-biomass/train/ID980878870.jpg\n/kaggle/input/csiro-biomass/train/ID793526563.jpg\n/kaggle/input/csiro-biomass/train/ID397994621.jpg\n/kaggle/input/csiro-biomass/train/ID975115267.jpg\n/kaggle/input/csiro-biomass/train/ID1237349078.jpg\n/kaggle/input/csiro-biomass/train/ID684383343.jpg\n/kaggle/input/csiro-biomass/train/ID866684633.jpg\n/kaggle/input/csiro-biomass/train/ID1665142816.jpg\n/kaggle/input/csiro-biomass/train/ID2048645043.jpg\n/kaggle/input/csiro-biomass/train/ID1953171547.jpg\n/kaggle/input/csiro-biomass/train/ID1451025862.jpg\n/kaggle/input/csiro-biomass/train/ID71885430.jpg\n/kaggle/input/csiro-biomass/train/ID307060225.jpg\n/kaggle/input/csiro-biomass/train/ID969218269.jpg\n/kaggle/input/csiro-biomass/train/ID980538882.jpg\n/kaggle/input/csiro-biomass/train/ID1028611175.jpg\n/kaggle/input/csiro-biomass/train/ID670276799.jpg\n/kaggle/input/csiro-biomass/train/ID2002797732.jpg\n/kaggle/input/csiro-biomass/train/ID1374789439.jpg\n/kaggle/input/csiro-biomass/train/ID473494649.jpg\n/kaggle/input/csiro-biomass/train/ID1993907137.jpg\n/kaggle/input/csiro-biomass/train/ID1962197151.jpg\n/kaggle/input/csiro-biomass/train/ID828217731.jpg\n/kaggle/input/csiro-biomass/train/ID972274220.jpg\n/kaggle/input/csiro-biomass/train/ID1954669045.jpg\n/kaggle/input/csiro-biomass/train/ID1354190372.jpg\n/kaggle/input/csiro-biomass/train/ID1458758610.jpg\n/kaggle/input/csiro-biomass/train/ID40849327.jpg\n/kaggle/input/csiro-biomass/train/ID1952813879.jpg\n/kaggle/input/csiro-biomass/train/ID572336285.jpg\n/kaggle/input/csiro-biomass/train/ID1473228876.jpg\n/kaggle/input/csiro-biomass/train/ID1963715583.jpg\n/kaggle/input/csiro-biomass/train/ID1463690813.jpg\n/kaggle/input/csiro-biomass/train/ID1899025384.jpg\n/kaggle/input/csiro-biomass/train/ID386216505.jpg\n/kaggle/input/csiro-biomass/train/ID1789265307.jpg\n/kaggle/input/csiro-biomass/train/ID315357834.jpg\n/kaggle/input/csiro-biomass/train/ID2089023774.jpg\n/kaggle/input/csiro-biomass/train/ID520514019.jpg\n/kaggle/input/csiro-biomass/train/ID1970522802.jpg\n/kaggle/input/csiro-biomass/train/ID1139918758.jpg\n/kaggle/input/csiro-biomass/train/ID1051144034.jpg\n/kaggle/input/csiro-biomass/train/ID1370004842.jpg\n/kaggle/input/csiro-biomass/train/ID761508093.jpg\n/kaggle/input/csiro-biomass/train/ID2052993274.jpg\n/kaggle/input/csiro-biomass/train/ID1277756619.jpg\n/kaggle/input/csiro-biomass/train/ID6269659.jpg\n/kaggle/input/csiro-biomass/train/ID1574125908.jpg\n/kaggle/input/csiro-biomass/train/ID135365668.jpg\n/kaggle/input/csiro-biomass/train/ID1182523622.jpg\n/kaggle/input/csiro-biomass/train/ID554314721.jpg\n/kaggle/input/csiro-biomass/train/ID1049634115.jpg\n/kaggle/input/csiro-biomass/train/ID1127246618.jpg\n/kaggle/input/csiro-biomass/train/ID900012207.jpg\n/kaggle/input/csiro-biomass/train/ID574213894.jpg\n/kaggle/input/csiro-biomass/train/ID415656958.jpg\n/kaggle/input/csiro-biomass/train/ID61833032.jpg\n/kaggle/input/csiro-biomass/train/ID2053315094.jpg\n/kaggle/input/csiro-biomass/train/ID550623196.jpg\n/kaggle/input/csiro-biomass/train/ID657448172.jpg\n/kaggle/input/csiro-biomass/train/ID1675365449.jpg\n/kaggle/input/csiro-biomass/train/ID2014192906.jpg\n/kaggle/input/csiro-biomass/train/ID162394992.jpg\n/kaggle/input/csiro-biomass/train/ID968643034.jpg\n/kaggle/input/csiro-biomass/train/ID684062938.jpg\n/kaggle/input/csiro-biomass/train/ID802547515.jpg\n/kaggle/input/csiro-biomass/train/ID294150104.jpg\n/kaggle/input/csiro-biomass/train/ID1618145129.jpg\n/kaggle/input/csiro-biomass/train/ID956512130.jpg\n/kaggle/input/csiro-biomass/train/ID142751858.jpg\n/kaggle/input/csiro-biomass/train/ID325799913.jpg\n/kaggle/input/csiro-biomass/train/ID443091455.jpg\n/kaggle/input/csiro-biomass/train/ID661372352.jpg\n/kaggle/input/csiro-biomass/train/ID1062837331.jpg\n/kaggle/input/csiro-biomass/train/ID498304885.jpg\n/kaggle/input/csiro-biomass/train/ID187238869.jpg\n/kaggle/input/csiro-biomass/train/ID1450399782.jpg\n/kaggle/input/csiro-biomass/train/ID2056023629.jpg\n/kaggle/input/csiro-biomass/train/ID576621307.jpg\n/kaggle/input/csiro-biomass/train/ID1199150612.jpg\n/kaggle/input/csiro-biomass/train/ID1411613934.jpg\n/kaggle/input/csiro-biomass/train/ID105271783.jpg\n/kaggle/input/csiro-biomass/train/ID1703304524.jpg\n/kaggle/input/csiro-biomass/train/ID875119737.jpg\n/kaggle/input/csiro-biomass/train/ID1176292407.jpg\n/kaggle/input/csiro-biomass/train/ID1729002155.jpg\n/kaggle/input/csiro-biomass/train/ID2091439402.jpg\n/kaggle/input/csiro-biomass/train/ID576137678.jpg\n/kaggle/input/csiro-biomass/train/ID1946311744.jpg\n/kaggle/input/csiro-biomass/train/ID1982662138.jpg\n/kaggle/input/csiro-biomass/train/ID983582017.jpg\n/kaggle/input/csiro-biomass/train/ID661817669.jpg\n/kaggle/input/csiro-biomass/train/ID753699705.jpg\n/kaggle/input/csiro-biomass/train/ID1789834546.jpg\n/kaggle/input/csiro-biomass/train/ID529933668.jpg\n/kaggle/input/csiro-biomass/train/ID490139972.jpg\n/kaggle/input/csiro-biomass/train/ID743847993.jpg\n/kaggle/input/csiro-biomass/train/ID7850481.jpg\n/kaggle/input/csiro-biomass/train/ID1088965591.jpg\n/kaggle/input/csiro-biomass/train/ID629980789.jpg\n/kaggle/input/csiro-biomass/train/ID1119739385.jpg\n/kaggle/input/csiro-biomass/train/ID1477176296.jpg\n/kaggle/input/csiro-biomass/train/ID1113121340.jpg\n/kaggle/input/csiro-biomass/train/ID2131261930.jpg\n/kaggle/input/csiro-biomass/train/ID2145635095.jpg\n/kaggle/input/csiro-biomass/train/ID1414371018.jpg\n/kaggle/input/csiro-biomass/train/ID1148666289.jpg\n/kaggle/input/csiro-biomass/train/ID839432753.jpg\n/kaggle/input/csiro-biomass/train/ID157479394.jpg\n/kaggle/input/csiro-biomass/train/ID1761544403.jpg\n/kaggle/input/csiro-biomass/train/ID846984946.jpg\n/kaggle/input/csiro-biomass/train/ID751517087.jpg\n/kaggle/input/csiro-biomass/train/ID577112774.jpg\n/kaggle/input/csiro-biomass/train/ID353997899.jpg\n/kaggle/input/csiro-biomass/train/ID748979397.jpg\n/kaggle/input/csiro-biomass/train/ID1070112260.jpg\n/kaggle/input/csiro-biomass/train/ID1108283583.jpg\n/kaggle/input/csiro-biomass/train/ID1868719645.jpg\n/kaggle/input/csiro-biomass/train/ID1980675327.jpg\n/kaggle/input/csiro-biomass/train/ID1163061745.jpg\n/kaggle/input/csiro-biomass/train/ID1148528732.jpg\n/kaggle/input/csiro-biomass/train/ID534966093.jpg\n/kaggle/input/csiro-biomass/train/ID1717006117.jpg\n/kaggle/input/csiro-biomass/train/ID1953218650.jpg\n/kaggle/input/csiro-biomass/train/ID633775166.jpg\n/kaggle/input/csiro-biomass/train/ID808093827.jpg\n/kaggle/input/csiro-biomass/train/ID1997244125.jpg\n/kaggle/input/csiro-biomass/train/ID1920959057.jpg\n/kaggle/input/csiro-biomass/train/ID1948354837.jpg\n/kaggle/input/csiro-biomass/train/ID364856705.jpg\n/kaggle/input/csiro-biomass/train/ID249042826.jpg\n/kaggle/input/csiro-biomass/train/ID332742639.jpg\n/kaggle/input/csiro-biomass/train/ID1680597197.jpg\n/kaggle/input/csiro-biomass/train/ID1421714468.jpg\n/kaggle/input/csiro-biomass/train/ID905397692.jpg\n/kaggle/input/csiro-biomass/train/ID1782509721.jpg\n/kaggle/input/csiro-biomass/train/ID141370843.jpg\n/kaggle/input/csiro-biomass/train/ID2056982009.jpg\n/kaggle/input/csiro-biomass/train/ID94564238.jpg\n/kaggle/input/csiro-biomass/train/ID8209776.jpg\n/kaggle/input/csiro-biomass/train/ID908524512.jpg\n/kaggle/input/csiro-biomass/train/ID610397481.jpg\n/kaggle/input/csiro-biomass/train/ID750820644.jpg\n/kaggle/input/csiro-biomass/train/ID1515990019.jpg\n/kaggle/input/csiro-biomass/train/ID1547945326.jpg\n/kaggle/input/csiro-biomass/train/ID587125778.jpg\n/kaggle/input/csiro-biomass/train/ID1620371305.jpg\n/kaggle/input/csiro-biomass/train/ID1474775613.jpg\n/kaggle/input/csiro-biomass/train/ID545360459.jpg\n/kaggle/input/csiro-biomass/train/ID1783499590.jpg\n/kaggle/input/csiro-biomass/train/ID1249094008.jpg\n/kaggle/input/csiro-biomass/train/ID1525817840.jpg\n/kaggle/input/csiro-biomass/train/ID227847873.jpg\n/kaggle/input/csiro-biomass/train/ID1052620238.jpg\n/kaggle/input/csiro-biomass/train/ID1888700589.jpg\n/kaggle/input/csiro-biomass/train/ID2052442675.jpg\n/kaggle/input/csiro-biomass/train/ID963903358.jpg\n/kaggle/input/csiro-biomass/train/ID1121692672.jpg\n/kaggle/input/csiro-biomass/train/ID1343327476.jpg\n/kaggle/input/csiro-biomass/train/ID1667778338.jpg\n/kaggle/input/csiro-biomass/train/ID257822026.jpg\n/kaggle/input/downloaded/csiro-biomass/sample_submission.csv\n/kaggle/input/downloaded/csiro-biomass/train.csv\n/kaggle/input/downloaded/csiro-biomass/test.csv\n/kaggle/input/downloaded/csiro-biomass/test/ID1001187975.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID2099464826.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID2037861084.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1211362607.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1853508321.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID193102215.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID698608346.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1859251563.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1880764911.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID853954911.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1403107574.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1781353117.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID384648061.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1563418511.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID2125100696.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID482555369.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID638711343.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID779628955.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1876271942.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1692894460.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID746335827.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1136169672.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1471216911.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID846154859.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1294770420.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1183807388.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID423506847.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1889150649.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1140993511.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1413758094.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1545077474.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID95050718.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID528010569.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1645161155.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID786365141.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID896386823.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1025234388.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID663006174.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1509266870.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1496750796.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID471758347.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID740402124.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1624268863.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1098771283.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID710341728.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID2086966681.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1573329652.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID54128926.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID50027657.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1559189397.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID290369222.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1590632667.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID552040066.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID488873801.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID363069566.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1839139621.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1131079710.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID2010625680.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID152157478.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1357758282.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1498398599.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID679913293.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID697718693.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID4464212.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1275072698.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1579942839.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID799079114.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1415329644.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1510574031.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1078930021.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1456861072.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID930534670.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID13162390.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID567744300.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID344618040.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID566966892.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1437386574.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID667059550.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID72895391.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1193692654.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1386202352.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID871463897.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID2096636211.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID2003438517.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID21377800.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID230058600.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1753847361.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1512751450.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID12390962.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1746343319.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID978026131.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID383231615.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID146920896.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1036339023.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1168534540.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1859792585.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1251029854.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1113329413.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1874904894.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1671844336.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1831254380.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1103883611.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID797502182.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1784585001.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1058383417.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1488408526.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID429799190.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1291116815.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1516374298.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1618597318.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1345375788.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID686797154.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1139866256.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1149598723.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID212206250.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID112966473.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1540480250.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID544444725.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1513184765.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID668330410.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1444674500.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1962379474.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID605134229.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID914754166.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID354528442.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID950496197.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1395011773.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1357768767.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID210865340.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID936984905.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1976436386.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1215977190.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID803479541.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1244346858.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID158170916.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1208644039.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1314135397.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1012260530.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1053972079.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID656251220.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1084819986.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1337107565.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1268934251.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID617132135.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1472525822.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID668475812.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID681680726.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1476045099.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1570190541.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1403078396.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID2030696575.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1782608354.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID194823383.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID196516535.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID212206832.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1638922597.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1457700382.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1989506559.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID789169173.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1634731537.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1428837636.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID2006686196.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID885388135.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1789853061.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1655778545.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID697059386.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID121331988.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID2099742797.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID342818398.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID317990700.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID706288721.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1159071020.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID755710743.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1254829053.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID475010202.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1693880739.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1894998379.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID48303557.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1385921939.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID147528735.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID407646960.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1035947949.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1119761112.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1988033238.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1857489997.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID742198710.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID588120964.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID431471530.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID353424190.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID380752847.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID2069766023.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID600602588.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID560946727.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1011485656.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID808079729.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1217108125.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1623964968.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID980878870.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID793526563.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID397994621.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID975115267.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1237349078.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID684383343.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID866684633.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1665142816.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID2048645043.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1953171547.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1451025862.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID71885430.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID307060225.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID969218269.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID980538882.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1028611175.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID670276799.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID2002797732.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1374789439.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID473494649.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1993907137.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1962197151.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID828217731.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID972274220.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1954669045.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1354190372.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1458758610.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID40849327.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1952813879.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID572336285.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1473228876.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1963715583.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1463690813.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1899025384.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID386216505.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1789265307.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID315357834.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID2089023774.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID520514019.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1970522802.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1139918758.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1051144034.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1370004842.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID761508093.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID2052993274.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1277756619.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID6269659.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1574125908.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID135365668.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1182523622.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID554314721.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1049634115.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1127246618.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID900012207.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID574213894.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID415656958.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID61833032.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID2053315094.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID550623196.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID657448172.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1675365449.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID2014192906.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID162394992.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID968643034.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID684062938.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID802547515.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID294150104.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1618145129.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID956512130.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID142751858.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID325799913.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID443091455.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID661372352.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1062837331.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID498304885.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID187238869.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1450399782.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID2056023629.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID576621307.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1199150612.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1411613934.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID105271783.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1703304524.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID875119737.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1176292407.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1729002155.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID2091439402.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID576137678.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1946311744.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1982662138.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID983582017.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID661817669.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID753699705.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1789834546.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID529933668.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID490139972.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID743847993.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID7850481.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1088965591.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID629980789.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1119739385.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1477176296.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1113121340.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID2131261930.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID2145635095.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1414371018.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1148666289.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID839432753.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID157479394.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1761544403.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID846984946.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID751517087.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID577112774.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID353997899.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID748979397.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1070112260.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1108283583.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1868719645.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1980675327.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1163061745.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1148528732.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID534966093.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1717006117.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1953218650.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID633775166.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID808093827.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1997244125.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1920959057.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1948354837.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID364856705.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID249042826.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID332742639.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1680597197.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1421714468.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID905397692.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1782509721.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID141370843.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID2056982009.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID94564238.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID8209776.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID908524512.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID610397481.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID750820644.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1515990019.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1547945326.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID587125778.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1620371305.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1474775613.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID545360459.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1783499590.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1249094008.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1525817840.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID227847873.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1052620238.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1888700589.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID2052442675.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID963903358.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1121692672.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1343327476.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID1667778338.jpg\n/kaggle/input/downloaded/csiro-biomass/train/ID257822026.jpg\n","output_type":"stream"}],"execution_count":12},{"cell_type":"code","source":"import os\n\nfor root, dirs, files in os.walk(\"/kaggle/input\"):\n    print(root)\n    print(\"dirs:\", dirs)\n    print(\"files:\", files[:10])\n    break\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-12-30T13:49:51.420852Z","iopub.execute_input":"2025-12-30T13:49:51.421145Z","iopub.status.idle":"2025-12-30T13:49:51.428728Z","shell.execute_reply.started":"2025-12-30T13:49:51.421124Z","shell.execute_reply":"2025-12-30T13:49:51.427661Z"}},"outputs":[{"name":"stdout","text":"/kaggle/input\ndirs: ['csiro-biomass', 'downloaded']\nfiles: []\n","output_type":"stream"}],"execution_count":13},{"cell_type":"code","source":"import pandas as pd\n\n# csvがある場合（名前が違ってもOK）\nfor f in os.listdir(\"/kaggle/input/downloaded\"):\n    if f.endswith(\".csv\"):\n        df = pd.read_csv(f\"/kaggle/input/downloaded/{f}\")\n        print(f\"=== {f} ===\")\n        print(df.head())\n        print(df.columns)\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-12-30T13:50:10.807245Z","iopub.execute_input":"2025-12-30T13:50:10.807576Z","iopub.status.idle":"2025-12-30T13:50:10.813783Z","shell.execute_reply.started":"2025-12-30T13:50:10.807536Z","shell.execute_reply":"2025-12-30T13:50:10.812786Z"}},"outputs":[],"execution_count":19}]}