How to use deep learning with lovely cats

gave a presentation at AAWA (AWS Asian Women’s Association) 1st in June.
https://aawa.info/

Transcript

1. Copyright © ABEJA, Inc. All rights reserved.
   2019.06.01 (Sat)
   Gyori Nagafuchi from Japan
   How to use Deep learning,
   with Lovely Cat ฅ^•ﻌ•^ฅ
   

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2. Copyright © ABEJA, Inc. All rights reserved.
   Who am I ?
   Kyoko Nagafuchi – Gyori
   Markering @ABEJA, Inc.
   Favorite AWS Service : Amazon S3
   Hobby : Diving, Traveling
   @Nagafuchik
   gyori.n
   KyokoNagafuchi
   

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3. Copyright © ABEJA, Inc. All rights reserved.
   Everyday with Beer !!
   

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4. Organize JAWS-UG Cloud Girls Group
   

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6. CLOUD MARRIGE
   

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8. Copyright © ABEJA, Inc. All rights reserved.
   ABEJA is AI startup
   We have 2 offices.
   Singapore
   WeWork 22 Cross St.
   Japan
   Minato-ku, Tokyo
   

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9. WE ARE HIRING !!
   

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10. Copyright © ABEJA, Inc. All rights reserved.
    Deep Learning
    ×
    

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14. Harami
    Misuji
    

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15. Copyright © ABEJA, Inc. All rights reserved.
    If Misuji or Harami get lost…
    

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17. However….
    Harami
    Misuji
    

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18. 1. Take photos of cats.
    2. Upload to LINE.
    3. Deep learning judge
    Misuji or Harami or other cats.
    4. Send back the result on LINE
    Thank you for finding
    Misuji, Harami ♡
    

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19. Copyright © ABEJA, Inc. All rights reserved.
    How to create deep learning bot.
    1. Gather cats data
    2. Make datasets to annotate
    3. Training with Deep Learning Argorithm
    4. Develop inference API
    5. Develop bot
    

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20. Copyright © ABEJA, Inc. All rights reserved.
    How to create deep learning bot.
    1. Gather cats data
    2. Make datasets to annotate
    3. Training with Deep Learning Argorithm
    4. Develop inference API
    5. Develop LINE bot
    

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21. Data needs meaning for deep learning and as you may know it’s really
    hard to that.
    ABEJA Platform makes it easy for you to annotate data.
    Deep Learning need to annotate many data.
    

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22. Cats release me from hard task :Ὂ
    Harami
    Misuji
    Harami
    Misuji
    

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23. Data needs meaning for deep learning and as you may know it’s really
    hard to that.
    ABEJA Platform makes it easy for you to annotate data.
    It is toooo hard task…
    but
    It is the most important thing.
    Deep Learning need to annotate some data.
    

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24. For examples
    labels
    • Cat
    • Female
    • Name is Misuji
    • Calico cat
    • Cute
    • Gyori’s friend
    

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25. Copyright © ABEJA, Inc. All rights reserved.
    How to create deep learning bot.
    1. Gather cats data
    2. Make datasets to annotate
    3. Training with Deep Learning Argorithm
    4. Develop inference API
    5. Develop LINE bot
    

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26. How to develop inference API ?
    Just some clicks only.
    https://abeja-model-zoo.api.abeja.io/deployments/
    1778046646245/services/ser-41b0e70662594fcc
    

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27. Copyright © ABEJA, Inc. All rights reserved.
    How to create deep learning bot.
    1. Gather cats data
    2. Make datasets to annotate
    3. Training with Deep Learning Argorithm
    4. Develop inference API
    5. Develop LINE bot
    

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28. Copyright © ABEJA, Inc. All rights reserved.
    I use AWS Lambda and API Gateway to develop bot.
    LINE Developer Tool
    Message API
    API Gateway Lambda ABEJA Platform
    Inference API
    

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29. But….
    

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30. JSON parse errors disturb me… :(
    {
    "errorMessage": "Unexpected token e in JSON at position 0",
    "errorType": "SyntaxError",
    "stackTrace": [
    "JSON.parse ()”,
    "exports.handler (/var/task/index.js:x:x)"
    ]
    }
    

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31. Today is
    Community Meetup
    

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32. Please support me
    After this presentation.
    For Misuji and Harami.
    

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