Huawei H13-321_V2.5 Question Answer
Which of the following are object detection algorithms?
R-CNN
YOLO
SSD
Faster-R-CNN
The major families of object detection algorithms include:
R-CNN (Region-based CNN):Uses region proposals with CNN feature extraction.
YOLO (You Only Look Once):Performs real-time detection by predicting bounding boxes and class probabilities in a single pass.
SSD (Single Shot MultiBox Detector):Uses multiple feature maps for detecting objects at different scales in one pass.
Faster-R-CNN:Improves R-CNN with a Region Proposal Network for speed.
Exact Extract from HCIP-AI EI Developer V2.5:
"Common object detection algorithms include R-CNN, Faster R-CNN, YOLO, and SSD, each using different approaches for balancing accuracy and speed."
TESTED 17 Nov 2025
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