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15 Common AI Problem Types

Kavita Ganesan

Classification A classification problem is about assigning one or more categories to a document, product, person, or image—essentially anything. Object Detection Object detection problem is about discovering specific objects such as humans, buildings, or cars in digital images and videos. Source: infotech.report 12.

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Next-Gen Neural Networks: NVIDIA Research Announces Array of AI Advancements at NeurIPS

NVIDIA

Collected imagery is often incomplete because objects are scanned from a specific angle — for example, a lidar sensor mounted to a vehicle would only scan one side of each building as the car drives down a street. Two NVIDIA posters at NeurIPS present new ways to make these tasks more efficient.