{"cells":[{"cell_type":"markdown","metadata":{"_cell_guid":"598ac425-ec40-d4fc-944d-3d194b499d2f"},"source":"Let's explore what is the OOTB accuracy of Resnet50 model - using Keras application and wordnet DB"},{"cell_type":"code","execution_count":null,"metadata":{"_cell_guid":"533a6a0c-3835-a1d5-41c0-7d4501dc4045"},"outputs":[],"source":"import numpy as np # linear algebra\nimport pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)"},{"cell_type":"code","execution_count":null,"metadata":{"_cell_guid":"215fe74c-10b2-1bea-c50f-7c2dc865f2eb"},"outputs":[],"source":"from keras.applications.resnet50 import ResNet50\nfrom keras.preprocessing import image\nfrom keras.applications.resnet50 import preprocess_input, decode_predictions\nmodel = ResNet50(weights='imagenet')"},{"cell_type":"code","execution_count":null,"metadata":{"_cell_guid":"e02b07a9-0da6-11b2-2637-41782f77c9f4"},"outputs":[],"source":"import os\nos.system(\"ping -c 1 github.com\")"}],"metadata":{"_change_revision":0,"_is_fork":false,"kernelspec":{"display_name":"Python 3","language":"python","name":"python3"},"language_info":{"codemirror_mode":{"name":"ipython","version":3},"file_extension":".py","mimetype":"text/x-python","name":"python","nbconvert_exporter":"python","pygments_lexer":"ipython3","version":"3.5.2"}},"nbformat":4,"nbformat_minor":0}