Here’s how deep learning helps computers detect objects From autonomous driving to healthcare, object detection is used for many things June 28, 2021 - 2:27 pm ...

By integrating region detection into the main neural network architecture, Faster R-CNN achieves near-real-time object detection speed. YOLO Above: YOLO architecture.

Machines are rapidly gaining the ability to perceive, interpret and interact with the visual world in ways that were once ...

Working with clients, this research will allow the team to test object detection systems and ultimately improve the security of deep-learning algorithms. To see how object detection cameras view ...

Bolstering the safety of self-driving cars with a deep learning-based object detection system. ScienceDaily. Retrieved May 13, 2025 from www.sciencedaily.com / releases / 2022 / 12 / 221212140800.htm.

One issue, however, is that even with techniques for robustness, the lack of labelled image data is still a challenge in using deep learning for object recognition, Burgard said.

Six members of Facebook AI Research (FAIR) tapped the popular Transformer neural network architecture to create end-to-end object detection AI, an approach they claim streamlines the creation of ...

Deep learning hits the road: a novel architecture for pavement crack detection and severity assessment. Researchers at the United Arab Emirates University are exploring the potential for deep learning ...