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Recent Posts From Don Roedner


Supervised vs Unsupervised Learning

| Author Don Roedner, tagged in machine learning challenges, Machine learning, ml learning, types of machine learning, training data, Trade Show

June has been a wild, all-hands-on-deck kind of month! We went out into the field to converse with customers and research scientists on the cutting edge of AI and ML as sponsors of 5 conferences: CVPR, International Conference on Machine Learning, Energy Drone & Robotics Summit, O'Reilly AI Conference in Beijing, and AI World Government. 

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Survey says: model confidence is built on a lot of training data

| Author Don Roedner, tagged in Computer Vision Training, Machine learning, training data

Most readers of this blog already know that training machine learning algorithms requires huge amounts of annotated data. But a recent survey of data scientists we commissioned with Dimensional Research gave us a concrete definition of “huge”. A full 72% of the nearly 300 survey respondents reported that, in their current project, production-level model confidence will require more than 100,000 labeled data items. And 10% indicated they’d need more than 10 million! That’s a lot of bounding boxes and polygons!

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We're in the news!

| Author Don Roedner, tagged in machine learning challenges, Press, impact

Alegion sponsored Dimensional Research to conduct a survey of 277 data scientists and other AI professionals in large companies across nearly 20 industries to determine their use and development of AI and ML projects. Their findings suggest that for many organizations it’s still early days for the technology and many of them are struggling specifically with ML training data.

Read all about it at:

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