Handwriting Detection with Microsoft Cognitive Services

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Information about Handwriting Detection with Microsoft Cognitive Services

Published on October 30, 2018

Author: HiangMengHengMarvin

Source: slideshare.net

1. Handwriting Recognition With Microsoft Cognitive Service

2. “To him, turning innovative ideas into reality is great excitement and achievement.” Microsoft MVP | Tech + AI Enthusiast Marvin Heng https://www.techconnect.io @hmheng

3. What’s Microsoft Cognitive Service

4. Microsoft Cognitive Service Vision Speech Language Knowledge Search Computer Vision Face Video Indexer Content Moderator Custom Vision Speech to Text Speaker Recognition Text to Speech Speech Translation Text Analytics Bing Spell Check Language Understanding Translator Text Content Moderator QnA Maker Bing Web Search Bing Custom Search Bing Video Search Bing Image Search Bing Visual Search Bing Entity Search Bing News Search Bing Autosuggest

5. Why Microsoft Cognitive Service?

6. So Why? Roll your own with REST APIs No on-premises infrastructure. Hosted on Microsoft Azure cloud. Easy Flexible Tested Easy integration with all platforms. Built by experts in their field from Microsoft Research, Bing, and Azure Machine Learning Quality documentation, sample code and community support

7. Bringing it all together The Seeing App Computer Vision, Image Speech Recognition, NLP and ML from Microsoft Cognitive Services

8. Computer Vision

9. Analyzing Image { "tags": [ "train", "platform", "station", "building", "indoor", "subway", "track", "walking", "waiting", "pulling", "board", "people", "man", "luggage", "standing", "holding", "large", "woman", "yellow", "suitcase" ], "captions": [ { "text": "people waiting at a train station", "confidence": 0.8330993 } ] } [ { "name": "train", "confidence": 0.9975446 }, { "name": "platform", "confidence": 0.995543063 }, { "name": "station", "confidence": 0.9798007 }, { "name": "indoor", "confidence": 0.9277198 }, { "name": "subway", "confidence": 0.838939548 }, { "name": "pulling", "confidence": 0.4317156 } ] Description Tags

10. Read Text in Images CLOSED WHEN ONE DOOR CLOSES, ANOTHER OPENS.ALL YOU HAVE TO DO IS WALK IN Preview

11. Analyze Video in Near Real-Time

12. Recognize Celebrities and Landmarks "categories": [ { "name": "people_", "score": 0.86328125, "detail": { "celebrities": [ { "name": "Satya Nadella", "faceRectangle": { "left": 240, "top": 294, "width": 135, "height": 135 }, "confidence": 0.99999833106994629 } ], "landmarks": null } } ], JSON

13. Read handwritten text from images It does not matter how slowly you go so as long as you do not stop fighting Preview

14. Demo

15. Detecting Handwriting in an Application Form

16. Approach Handwriting Detection Crop Computer Vision Marvin Heng 29/10/2018 Custom Vision Handwriting Recognition

17. Demo

18. Next

19. Next… To use Custom ML with Python / Azure ML to improve handwriting detection Handwriting-To-Text recognition with custom trained model Train on same application form template to improve detection

20. Thank You

21. THE JOURNEY CONTINUES TO DEVELOP…

22. www.techconnect.io Twitter @hmheng Microsoft MVP | Tech + AI Enthusiast Marvin Heng https://www.techconnect.io @hmheng

23. Handwriting Recognition With Microsoft Cognitive Service

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