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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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Sophisticated Training Data Leads to AI Program that Spots Wildlife Poachers

| Author Alegion, tagged in Artificial Intelligence, Image Categorization, Computer Vision Training, Uncategorized, Image Moderation

Researchers at USC’s Center for Artificial Intelligence in Society have long been applying Artificial Intelligence (AI) to protect wildlife. Now, with the help of sophisticated training data, they have applied a breakthrough technology that will make a difference.

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