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.

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 ...