Intermediate
Artificial Intelligence & Machine Learning
Q49 / 100
What is object detection and how does it differ from image classification?
Correct! Well done.
Incorrect.
The correct answer is B) Image classification assigns one label to the whole image; object detection localizes and classifies multiple objects with bounding boxes
B
Correct Answer
Image classification assigns one label to the whole image; object detection localizes and classifies multiple objects with bounding boxes
Explanation
Object detection (YOLO, DETR, Faster R-CNN) outputs class + bounding box coordinates for each object. Image segmentation (semantic/instance) classifies every pixel. Classification: whole image → one label.
Progress
49/100