You Only Look Once. A groundbreaking object detection architecture that processes the entire image in a single pass, making real-time detection possible. Previous methods required multiple passes. Now in its eighth version (YOLOv8), it remains one of the most popular choices for real-time computer vision applications.
A computer vision task that identifies and locates objects within an image, drawing bounding boxes around each one.
The field of AI focused on enabling machines to interpret and understand visual information from images and video.
A mathematical function applied to a neuron's output that introduces non-linearity into the network.
An optimization algorithm that combines the best parts of two other methods — AdaGrad and RMSProp.
Artificial General Intelligence.
The research field focused on making sure AI systems do what humans actually want them to do.
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