- More than 500,000 hours of footage from Ukraine’s war drones will be used for AI training
- Real-world data provides deeper context and higher quality than synthetic data.
- Ukrainian officials believe in an ‘OS war’ where training data is important
Virginia-based AI company Enabled Intelligence says it has added more than 500,000 hours of Ukrainian war drone footage to its EView platform to help train models.
Real-world data is expected to provide higher-quality training for computer vision and video analytics models, instead of having to rely on synthetic data, with the aim of improving the effectiveness of AI-powered drones in modern warfare.
“These are images of one of the most complex and dynamic conflicts in modern history,” explained CEO Peter Kant (via DefenseScoop), noting that the training data does not come from a simulated or controlled environment.
Kant explained that the images will help train models on “aerial object detection, vehicle classification and ground activity,” and are pre-labeled, validated and ready for training use. This gives models more experience handling changing conditions such as weather, smoke, dust, damaged infrastructure and other dynamic environments.
Artificial intelligence has significantly changed the way the military evaluates weapons, because it’s no longer about who has the best drone. An even more important differentiator when it comes to autonomous warfare is the quality of data sets.
As for the role of the Ukraine war in the training data set, it is one of the most drone-intensive wars to date, with thousands of drones operating daily and generating enormous amounts of real-world data.
This development also highlights an emerging competitive advantage for some countries: those involved in conflict early in the AI timeline can generate huge amounts of real operational data before their enemies, giving them a head start.
“The system that has more data and understands this data better, offers solutions – this system will have the advantage over the other,” said Danylo Tsvok, head of the AI center of the Ukrainian Defense Ministry. PK Press Clubreferring to a future where we could see an “operating system war”.
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