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© 2018 DT42. All rights reserved. DT42 Confidential.
From Data To AI Applications
Powered By DT42
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© 2018 DT42. All rights reserved. DT42 Confidential.
● MS in Institute of Genome Sciences, National Yang-Ming University
● Research assistant in National Taiwan University & Academia Sinica
● Bioinformatics scientist & division chief in Yourgene Bioscience
● Founders & data analyst in DT42鐘婉嘉Sherry
Who am I
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© 2018 DT42. All rights reserved. DT42 Confidential. 3
DT42 Company Profile
CONFIDENTIAL INTERNAL USE ONLY
● Since 2016, incorporated in Taiwan
● Number of employees : 11
● Product: Epeuva
Platform for creating AI applications
AI & deep learning algorithm development
● Website: http://www.dt42.io/
● Medium: https://medium.com/@dt42
Engineering
AI Research
Business & Market
Machine Learning
Computer Vision
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© 2018 DT42. All rights reserved. DT42 Confidential.
The Gap
Experts With Domain Knowledge
Experts With AI Technology
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© 2018 DT42. All rights reserved. DT42 Confidential. 5
© 2018 DT42. All rights reserved. DT42 Confidential.
Experts With Domain Knowledge
Experts With AI Technology
Epeuva Bridges The Gap
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© 2018 DT42. All rights reserved. DT42 Confidential.
Typical Process of Applying AI Applications
Collect Data Data Pre-processing Training Model Validation & Benchmark
PredictionNew Data Deployed Model
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© 2018 DT42. All rights reserved. DT42 Confidential.
Typical Process of Applying AI Applications
Collect Data Data Pre-processing Training Model Validation & Benchmark
PredictionNew Data Deployed Model
You May Spend Months Learning Machine Learning, TensorFlow and Statistics To
Create Deep Learning Applications
But, Should You?
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© 2018 DT42. All rights reserved. DT42 Confidential.
Collect Data Data Pre-processing Training Model Validation & Benchmark
Decision Making
New DataDeployment
Epeuva - Ease the process to build your AI Applications
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© 2018 DT42. All rights reserved. DT42 Confidential.
Epeuva Bridges The Gap
Step 1. Identify Problem
Step 4. Deploy
Step 3. Training
Step 2. Collect Data
Experts With Domain Knowledge
Experts With AI Technology
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© 2018 DT42. All rights reserved. DT42 Confidential.
Tech behind Epeuva - Auto-labeling
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© 2018 DT42. All rights reserved. DT42 Confidential.
Tech behind Epeuva - Auto-labeling
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© 2018 DT42. All rights reserved. DT42 Confidential.
image Nimage N-100 image N+100
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With Auto-labeling engine, the required amount of manual labeled data can be decreased to 1/10.
Tech behind Epeuva - Auto-labeling
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© 2018 DT42. All rights reserved. DT42 Confidential.
Better Privacy
Epeuva – Deliver easy-to-use AI Experience to customers
Easy-to-useInterface
Cost Efficient
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© 2018 DT42. All rights reserved. DT42 Confidential.
Traffic Sign DetectionIntruder detection
Traffic Sign DetectionIntruder detection
Data
Decision
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Edge Devices
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© 2018 DT42. All rights reserved. DT42 Confidential.
Traffic Sign DetectionIntruder detection
Traffic Sign DetectionIntruder detection
Data Edge Devices
Quality Inspection
OK
NG
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© 2018 DT42. All rights reserved. DT42 Confidential.
Traffic Sign DetectionIntruder detection
Traffic Sign DetectionIntruder detection
Data Edge Devices
Diagnose support
Normal
Disease
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© 2018 DT42. All rights reserved. DT42 Confidential.
* Cooperate with NCHU, TESRI & Directorate General of Highways
Wildlife Roadkill Prevention on Provincial Road
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© 2018 DT42. All rights reserved. DT42 Confidential.
Use case: AI To Protect Endangered Animals
Step 4:Deploy System to Provincial Road
Step 1:Collect Data of
Specific Animals
Step 3:Animals Detection
Engine
Step 2:Train AI Model
on Epeuva
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© 2018 DT42. All rights reserved. DT42 Confidential.
Train a DL model on Epeuva
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© 2018 DT42. All rights reserved. DT42 Confidential.
AI generator for everyone
Powered By [email protected]
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