Build your own airplane ticket processing system using azure cognitive services

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Let's dive into the computer vision world by designing a system that can analyse the flight tickets and identify the other co-workers that will fly to the same destination as you using Form Recognizer.

Technology

BE THE CHANGE THAT YOU WISH TO SEE IN THE WORLD

“BE THE CHANGE THAT YOU
WISH TO SEE IN THE WORLD”
Mahatma Gandhi

NEW WAYS OF SEARCH WILL BECOME
MAINSTREAM
BY 2021, 80% OF EMERGING TECHNOLOGIES WILL
HAVE AI FOUNDATIONS
60% OF PEOPLE PREFER TO MESSAGE A CHAT BOT VS.
TALK WITH A HUMAN WHEN COMMUNICATING WITH
A BUSINESS

BUILD A SYSTEM THAT CAN IDENTIFY PEOPLE
THAT FLIGHT TO THE SAME DESTINATION

https://azure.microsoft.com/en-in/services/cognitive-services/form-recognizer/

CUSTOM MODELS PREBUILT MODELS
5 SAMPLES ARE REQUIRED
1. CLUSTER THE FORMS
2. DISCOVER KEYS & TABLES
3. ASSOCIATE VALUES TO KEYS
TEST AND RETRAIN AS MUCH AS YOU WANT
PREBUILT RECEIPT MODEL
TIME AND DATE
MERCHANT INFORMATION
ITEMS AND VALUES
TAXES
TOTAL

CUSTOM MODELS WHERE DOES IT RUN?
5 SAMPLES ARE REQUIRED
1. CLUSTER THE FORMS
2. DISCOVER KEYS & TABLES
3. ASSOCIATE VALUES TO KEYS
TEST AND RETRAIN AS MUCH AS YOU WANT
DOCKER CONTAINER
SOFTWARE AS A SERVICE
PRICING
FREE UP TO 500 PAGES / MONTH
CUSTOM S0 $25 / 1000 PAGES
PREBUILD S0 $5 / 1000 PAHES

https://docs.microsoft.com/en-us/azure/cognitive-services/form-recognizer/quickstarts/curl-train-extract

"https://rvfr.cognitiveservices.azure.com/formrecognizer/v1.0
-preview/custom/train"
Content-Type
Subscription-Key
source

{"modelId":"7325d040-7d7a-4e77-ac09-
ed740e7f2076

7325d040-7d7a-4e77-ac09-
ed740e7f2076
C:1T1.pdf application/pdf

OUT OF THE BOX FORM
RECOGNITION
NO CUSTOMISATION
REQUIRED
PAY PER USE
SIMPLE TO TRAIN
SUPPORT MULTIPLE
FORMATS
OFFERED AS SAAS
CAN RUN INSIDE
DOCKER CONTAINER

PRIVATE PREVIEW
ACCESS REQUEST: https://forms.office.com/Pages/ResponsePage.aspx
HOW TO: https://docs.microsoft.com/en-us/azure/cognitive-services/form-
recognizer/quickstarts/curl-train-extract

Thank you!
@RaduVunvulea
vunvulearadu.blogspot.com
https://www.linkedin.com/in/raduvunvulea/
vunvulear@outlook.com

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Build your own airplane ticket processing system using azure cognitive services

1. BE THE CHANGE THAT YOU WISH TO SEE IN THE WORLD

2. “BE THE CHANGE THAT YOU WISH TO SEE IN THE WORLD” Mahatma Gandhi

3. FUTURE IS A BLEND

4. NEW WAYS OF SEARCH WILL BECOME MAINSTREAM BY 2021, 80% OF EMERGING TECHNOLOGIES WILL HAVE AI FOUNDATIONS 60% OF PEOPLE PREFER TO MESSAGE A CHAT BOT VS. TALK WITH A HUMAN WHEN COMMUNICATING WITH A BUSINESS

5. ROMANIA

6. MISSION

7. BUILD A SYSTEM THAT CAN IDENTIFY PEOPLE THAT FLIGHT TO THE SAME DESTINATION

8. CHALLENGE

9. CHALLENGE

10. COMPUTER VISION OCR SUPPORT

11. FORM RECOGNISER OCR SUPPORT

12. FORM RECOGNITION

13. https://azure.microsoft.com/en-in/services/cognitive-services/form-recognizer/

14. CUSTOM MODELS PREBUILT MODELS 5 SAMPLES ARE REQUIRED 1. CLUSTER THE FORMS 2. DISCOVER KEYS & TABLES 3. ASSOCIATE VALUES TO KEYS TEST AND RETRAIN AS MUCH AS YOU WANT PREBUILT RECEIPT MODEL TIME AND DATE MERCHANT INFORMATION ITEMS AND VALUES TAXES TOTAL

15. CUSTOM MODELS WHERE DOES IT RUN? 5 SAMPLES ARE REQUIRED 1. CLUSTER THE FORMS 2. DISCOVER KEYS & TABLES 3. ASSOCIATE VALUES TO KEYS TEST AND RETRAIN AS MUCH AS YOU WANT DOCKER CONTAINER SOFTWARE AS A SERVICE PRICING FREE UP TO 500 PAGES / MONTH CUSTOM S0 $25 / 1000 PAGES PREBUILD S0 $5 / 1000 PAHES

16.

17. COGNITIVE SERVICESLOGIC APPINTERNET

18. https://docs.microsoft.com/en-us/azure/cognitive-services/form-recognizer/quickstarts/curl-train-extract

19.

20. "https://rvfr.cognitiveservices.azure.com/formrecognizer/v1.0 -preview/custom/train" Content-Type Subscription-Key source

21. {"modelId":"7325d040-7d7a-4e77-ac09- ed740e7f2076

22. 7325d040-7d7a-4e77-ac09- ed740e7f2076 C:1T1.pdf application/pdf

23.

24. OUT OF THE BOX FORM RECOGNITION NO CUSTOMISATION REQUIRED PAY PER USE SIMPLE TO TRAIN SUPPORT MULTIPLE FORMATS OFFERED AS SAAS CAN RUN INSIDE DOCKER CONTAINER

25. PRIVATE PREVIEW ACCESS REQUEST: https://forms.office.com/Pages/ResponsePage.aspx HOW TO: https://docs.microsoft.com/en-us/azure/cognitive-services/form- recognizer/quickstarts/curl-train-extract

26. Thank you! @RaduVunvulea vunvulearadu.blogspot.com https://www.linkedin.com/in/raduvunvulea/ vunvulear@outlook.com

Editor's Notes

curl -X POST 'https://eastus.api.cognitive.microsoft.com/formrecognizer/v1.0-preview/custom/train' -H 'Content-Type: application/json' -H 'Ocp-Apim-Subscription-Key: 62595d50c45145afa8e45b2152bec382' --data-ascii '{ \'source\': \''https://rvstoragedemo.blob.core.windows.net/?sv=2019-02-02&ss=bfqt&srt=sco&sp=rwdlacup&se=2020-01-10T22:45:19Z&st=2019-12-05T14:45:19Z&spr=https,http&sig=ZWnBde4TbG7F8AHrep65KNZbfe7a8Y5GfBcQ%2FHgrORk%3D'\'}'
Source control, build, automation, operation | QA

Build your own airplane ticket processing system using azure cognitive services

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Editor's Notes