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Application for Bacterial Count Deep Learning System October. 2020.
32

Bacterial Count Deep Learning System

Jan 22, 2022

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Page 1: Bacterial Count Deep Learning System

Application for

Bacterial CountDeep Learning System

October. 2020.

Page 2: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 1

1. Hi-Speed@BactLAB®2. CompactDry®3. 3 Step Flow 4. Application 5. Technology6.7. Step 1. 8. Step 2.9. Step 3.10. - / -11. - -12. - Trial Mode -13. - Delete -14. - Report -15. - Report / -16. - コロニーカウント後の 【!】 マーク表示 -17. - プレートパターンと対象画像 -18. - 画像を取り込んでカウント SmartPhone -19. - 画像を取り込んでカウント PC -20. - メンブランフィルター法によるカウント -

21. - サポートコンテンツ -

P2P3P4P5P6P7P8P9P10P11P13P14P17P18P21P22P25P27P28P29P30

Page 3: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 2

CompactDry® QOL ( Quality Of Life )

High-Speed@BactLAB® CompactDry®

( QC QA )

AI CompactDry® QOL

Page 4: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 3

CompactDry® mL

( FDA ISO )AOAC EU MicroVal

NordVal

Page 5: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 4

CompactDry®

( Smartphone / Digital camera )

( Smartphone / PC )

( )

Page 6: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 5

CompactDry® TC (Total Viable Count )CompactDry® EC ( E.coli / Coliforms )CompactDry® ECO ( E.coli )CompactDry® CF ( Coliforms )CompactDry® YM ( Yeast / Mold )CompactDry® YMR ( Yeast / Mold )

App Targeted Products

Application for CompactDry®

Windows 10 (Edge, Firefox, Chrome)Mac OS 10.13 (Safari, Firefox, Chrome)

Android 9.0 or later

iOS 11.3 or later

Android 8.0 or laterFire OS 6 or later

Page 7: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 6

AI

( Deep Learning )

AI

Amazon Web Services

AWS (Amazon Web Services )AWS

Page 8: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 7

CompactDry®

History

Photo ( SmartPhone only )CompactDry®

Upload

Report

( jpg csv

Delete

Page 9: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 8

( Smartphone Application )

Photo

Upload

The image has been resized to the appropriate size.

Page 10: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 9

( Smartphone Application )

Next CompactDry®

Count

Page 11: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 10

[ ] ( Smartphone Application )

Page 12: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 11

/

Page 13: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 12

Please take a photo on white and plain place in a bright room.

No shadow please.

No reflection please.

Data is safely stored on the AWS Cloud.

®@BactLAB® is the application exclusively for CompactDry ®.

https://youtu.be/J3pYt2NYSfc

Page 14: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 13

Trial Mode

Photo

Trial Mode OK

Page 15: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 14

Trial Mode

*

* ®

* ®

*

Page 16: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 15

Trial Mode

®

Page 17: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 16

Trial Mode

®

Page 18: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 17

Delete

Delete Delete

(AWS)

Page 19: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 18

Report

URL

[email protected] [email protected]

[email protected]

URL

( jpg ) csv

Report ( jpg csv

Page 20: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 19

( jpg) csv

[email protected]

URL

[email protected]

Zip file

Report ( jpg csv

Page 21: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 20

csv ( csv )

Description of each item AI version: version x.xuser_id: User IDproduct_name: Product namecomment: Commentimage_path: Path to original imageresult_image_path: Path to result imageresult_thumbnail_image_path: Path to thumbnail of result imageinspection_status: Inspection status (0: Normal, 1: Abnormal)red_colony_count: Number of red coloniesblue_colony_count: Number of blue coloniestotal_colony_count: Total number of coloniesstatus: Process status (0,33,66: Processing, 100: Completed, -1: Abnormal end)exec_datetime: Execution dateanswer1: Survey answeranswer_datetime: Date of survey answer

(colony-count-bucket)

File content 0000000000000 |- xxxxxx.jpg, xxxxxx.png: Original

image |- xxxxxx_Thumbnail.jpg : Thumbnail |- xxxxxx_Result.jpg : Result image

Report ( jpg csv

Page 22: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 21

Report

Swipe(SmartPhone only)

CompactDry® EC ( Escherichia coli / Coliforms )E.coli = Blue / Blue-Purple coloniesColiforms = Red and/or Blue colonies

Blue circle drawing = E.coliRed circle drawing = Coliforms except E.coliPurple circle drawing = E.coli and Coliforms

Number around circle = Number of colonies

Report ( SmartPhone only )

Page 23: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 22

CompactDry®AI

Page 24: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 23

AI

Page 25: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 24

Page 26: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 25

プレートパターン

Page 27: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 26

Page 28: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 27

( SmartPhone )

CompactDry®Upload OK

Next

Page 29: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 28

( PC )

PC

Digital Camera PC

Uploadjpg / png Next

Online Service (for PC) URL: https://bactlab.nissui-pharm.com/( PC Windows 10 (Edge, Firefox, Chrome) / Mac OS 10.13 (Safari, Firefox, Chrome)

Page 30: Bacterial Count Deep Learning System

Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 29

CompactDry® @BactLAB®

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Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 30

https://www.nissui-pharm.co.jp/products/global.html

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Copyright © Nissui Pharmaceutical Co., Ltd. All rights reserved. 31

Issued by

Nissui Pharmaceutical Co., Ltd.Ueno Frontier Tower, 3-24-6, Ueno, Taito-ku, Tokyo 110-8736

https://www.nissui-pharm.co.jp/english/