{"cells":[{"metadata":{},"cell_type":"markdown","source":"The data quality has big impact on the model. My observation is the lower quality factor the easier to detect.\n\nIt is challenge to get high accuracy on images have high quality factor.\n\nHere I share the estimated quality fact csv files, and I will keep updating my observations.\n\nhttps://www.kaggle.com/mohaoran93/alaska2-image-quality-factor","execution_count":null},{"metadata":{"_uuid":"d629ff2d2480ee46fbb7e2d37f6b5fab8052498a","collapsed":true,"_cell_guid":"79c7e3d0-c299-4dcb-8224-4455121ee9b0","trusted":false},"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":4}