> ML_ARCHITECTURE // YOLO-REAL-TIME-DETECTOR_v1.0
YOLO (You Only Look Once Real-Time Object Detection Family)
Single-stage anchor-free or anchor-based object detector mapping image pixels directly to spatial bounding box coordinates and class probabilities at ultra-high real-time frame rates.
Single-Stage Detectorsimagevideo
Back to All ArchitecturesArchitecture Overview
Single-stage anchor-free or anchor-based object detector mapping image pixels directly to spatial bounding box coordinates and class probabilities at ultra-high real-time frame rates.
Implementing Libraries
Seminal Papers
You Only Look Once: Unified, Real-Time Object Detection (YOLO)Joseph Redmon, Santosh Divvala (2016) · IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Architectural Limitations & Constraints
- Requires compatible deep learning framework and hardware acceleration for efficient execution.