Top 3 Computer Vision Trends and How to Build For Them

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Key insights on artificial intelligence and computer vision from a leading AI Product Manager. Learn about data customization, machine learning, IBM, Apple, flexible deployments, and AI bias.

Technology

Top Computer Vision
Trends and How You
Can Build for Them
Today
Allie Miller
IBM Watson
June 22, 2018

I always start with a fun fact.
Slides created and presented by Allie Miller @alliekmiller

Computer Vision is key and part of the
larger picture.
“2016 was all about the year of the chatbot. 2017 has been all
about conversational experience - specifically voice-based
experiences with the explosion of Alexa, Google Home, etc.
In 2018, we are heading into the concept of multi-modal
computing, it's the integration of voice, touch and vision.”
- Anu Deshpande, Woodside Capital Partners
Slides created and presented by Allie Miller @alliekmiller

What is trending in computer vision?
Customization Flexibility Transparency
Slides created and presented by Allie Miller @alliekmiller

What is trending in computer vision?
“Let it do anything,
put it anywhere,
and make it awesome.”
Slides created and presented by Allie Miller @alliekmiller

Custom Models drive deeper business value.
• Speed: fastest ramp-up time possible (10 images per class)
• Accuracy: 80-90%+
• Security: data is never shared cross-instance
night sky Houston
General Model Custom Model
Slides created and presented by Allie Miller @alliekmiller

Deploy anywhere that business needs to be.
On premise In the cloud On the edge
Businesses go global,
online, distributed for
cost-saving
Computational
power goes mobile,
offline AI models,
reduced latency
Slides created and presented by Allie Miller @alliekmiller

Deploy anywhere that business needs to be.
Slides created and presented by Allie Miller @alliekmiller

Custom Model on the Edge
Demo
Download WatsonML
in App Store
Slides created and presented by Allie Miller @alliekmiller

Deploy anywhere that business needs to be.
On premise In the cloud On the edge
Slides created and presented by Allie Miller @alliekmiller

Coder Challenges
ibm.biz/ibmcoder
Code Patterns
ibm.biz/developibmcode
Learn for Free
ibm.biz/bayareaevents
My advice: Build something. Delight someone.
@alliekmiller

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