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
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
3. Copyright © ABEJA, Inc. All rights reserved. Everyday with Beer !!
4. Organize JAWS-UG Cloud Girls Group
6. CLOUD MARRIGE
8. Copyright © ABEJA, Inc. All rights reserved. ABEJA is AI startup We have 2 offices. Singapore WeWork 22 Cross St. Japan Minato-ku, Tokyo
9. WE ARE HIRING !!
10. Copyright © ABEJA, Inc. All rights reserved. Deep Learning ×
14. Harami Misuji
15. Copyright © ABEJA, Inc. All rights reserved. If Misuji or Harami get lost…
17. However…. Harami Misuji
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 ♡
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
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
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.
22. Cats release me from hard task :Ὂ Harami Misuji Harami Misuji
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.
24. For examples labels • Cat • Female • Name is Misuji • Calico cat • Cute • Gyori’s friend
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
26. How to develop inference API ? Just some clicks only. https://abeja-model-zoo.api.abeja.io/deployments/ 1778046646245/services/ser-41b0e70662594fcc
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
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
29. But….
30. JSON parse errors disturb me… :( { "errorMessage": "Unexpected token e in JSON at position 0", "errorType": "SyntaxError", "stackTrace": [ "JSON.parse (<anonymous>)”, "exports.handler (/var/task/index.js:x:x)" ] }
31. Today is Community Meetup
32. Please support me After this presentation. For Misuji and Harami.