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Sunday, October 22 • 11:30am - 12:00pm
Hot Dog, Not Hot Dog! Generate new training data without taking more photos.

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If you've been a Silicon Valley TV show enthusiast like I am then you've heard about the "hot dog, not hot dog" app.It's true that getting great training data is one of the most arduous tasks but there are simple and proven techniques to generate training data at the comfort of your ergonomic chair without involving a class of college students.

I will share what I've done for one of the self-driving car projects where I generated more image data before feeding it to the Neural Network algorithm for classification.

avatar for Annie Flippo

Annie Flippo

Manager of Analytics and Lead Data Scientist, Thinknear by Telenav
Annie is a software engineer, product/project/people manager, and a data scientist. She focuses on the application of machine learning techniques to extract insights in the areas of marketing, media, publishing and consumer behavior. She is an advocate of the STEM for women & minority... Read More →

Sunday October 22, 2017 11:30am - 12:00pm PDT
Room D Room D