Tech 4. May 18th 2018. Data Driven Innovation 2018. Engineering Department, University of Roma Tre

1. Daniele Madama
@dmadama
Even images and videos are
BigData, analyze them!

2. Thanks to survivor

3. BigData: what are they?
BIG
DATA
Logs
Images
Videos
NoSQL
User Generated Contents
Data Lake
Data
RDBMS

4. An Hard Job
- Training Data
- Feature Engineering
- Feature Extraction (Convolutional Neural Network)
- ML Classification (Deep Neural Network)
- Test Data

5. An Hard Job
- Training Data
- Feature Engineering
- Feature Extraction (Convolutional Neural Network)
- ML Classification (Deep Neural Network)
- Test Data
Do we really need to be ML experts?

6. AWS Rekognition
We can simply use a SaaS solution based on Deep
Learning and fully managed
- JPEG and PNG, MPEG-4 and MOV H.264
- SDKs for Java, Python, NodeJS, .Net, PHP, Ruby, GO ...
- Batch and Real Time processing

7. Object and Scenes Detection

8. Facial Analysis

9. Face Comparison

10. Facial Recognition

11. Celebrity Recognition

12. Image Moderation

13. Text in Image - !OCR

14. Video Support
- Objects and scenes
- Analyzing faces
- Searching faces
- Celebrities

15. Video Support
- Objects and scenes
- Analyzing faces
- Searching faces (real-time)
- Celebrities
- Activities
- Tracking people

16. Pricing
Image
- 1.000 images at $1 for the first million
Video
- $0,10/minute for stored, $0,12 for streaming
Free Tier eligible
Eu-west-1 pricing

17. Video Support
DEMO

18. DeepLens

19. DeepLens

20. DeepLens

21. DeepLens
DEMO

22. Thanks
Questions?

23. www.xpeppers.com
@xpeppers xpeppers.com/radar