├── Instructions.md
├── LICENSE
└── kaggleDays_v2.ipynb


/Instructions.md:
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 1 | ## Instructions for the workshop
 2 | 
 3 | Welcome to the "Computer Vision with Keras" live coding workshop. In this workshop we will use Keras framework to approach the [APTOS 2019 Blindness Detection](https://www.kaggle.com/c/aptos2019-blindness-detection) competition.
 4 | The code will be written by the speaker live and interactively. For better experience execute the following steps ~20' before the workshop:
 5 | - open the competition link, read the description and accept the Rules
 6 | - start a new [Colab](https://colab.research.google.com/) session
 7 | - Switch to GPU (Edit->Notebook settings -> Hardware accelerator -> GPU)
 8 | - Copy the first cells of the [main notebook](https://github.com/Machine-Learning-Tokyo/KaggleDaysTokyo2019/blob/master/kaggleDays_v2.ipynb) to your new notebook (up to the one that imports tensorflow and keras)
 9 | - Go to your kaggle account and download the API token. in the json file there is a username and a key.
10 | - At the "Install and authenticate kaggle API" part do not run the first cell (commented) since it assumes a file in your Google Drive.
11 | - At the "Alternatively" cell paste your username & key and run it. If everything is correct you will be able to download the competition data at the next cell. It takes 5-10 minutes to download and extract the data.
12 | 
13 | The main idea is to have the data available at your colab session so that you don't spend time downloading them during the workshop.
14 | 
15 | Have fun!
16 | 


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/LICENSE:
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 1 | MIT License
 2 | 
 3 | Copyright (c) 2019 Machine Learning Tokyo
 4 | 
 5 | Permission is hereby granted, free of charge, to any person obtaining a copy
 6 | of this software and associated documentation files (the "Software"), to deal
 7 | in the Software without restriction, including without limitation the rights
 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
 9 | copies of the Software, and to permit persons to whom the Software is
10 | furnished to do so, subject to the following conditions:
11 | 
12 | The above copyright notice and this permission notice shall be included in all
13 | copies or substantial portions of the Software.
14 | 
15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
21 | SOFTWARE.
22 | 


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