{"cells":[{"metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","trusted":true},"cell_type":"code","source":"import matplotlib.pyplot as plt\nfrom matplotlib.colors import ListedColormap\nimport os\n\nfor dirname, _, filenames in os.walk('/kaggle/input'):\n    for filename in filenames:\n        print(os.path.join(dirname, filename))","execution_count":null,"outputs":[]},{"metadata":{"_uuid":"d629ff2d2480ee46fbb7e2d37f6b5fab8052498a","_cell_guid":"79c7e3d0-c299-4dcb-8224-4455121ee9b0","trusted":true},"cell_type":"code","source":"#Функция для визуализации изображений\ndef viz_img(df, i):\n    plt.imshow(df.values.reshape(df.shape[0], 32, 32, 3)[i])\n    plt.show()","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"train_x = pd.read_csv('/kaggle/input/bird-or-aircraft-dafe-open/train_x.csv', index_col=0, header=None)\ntrain_y = pd.read_csv('/kaggle/input/bird-or-aircraft-dafe-open/train_y.csv', index_col=0)\ntest_x = pd.read_csv('/kaggle/input/bird-or-aircraft-dafe-open/test_x.csv', index_col=0, header=None)","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"#3 слоя размером 32х32 они \"вытянуты\" в вектор \ntrain_x.shape, test_x.shape, ","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"# Класс 1 соответствует Самолету, 0 – Птице\ntrain_y.head()","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"plt.title(\"Класс {}\".format(train_y.iloc[2][0]))\nviz_img(train_x, 2)","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"plt.title(\"Класс {}\".format(train_y.iloc[5214][0]))\nviz_img(train_x, 5214)","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"","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}