(Choose 1 answer)
To recognize red and green lights, you have two - approaches:
(A) Input an image (x) to a neural network and have it directly learn a mapping to make a prediction as to whether there's a red light and/or green light (y).
- (B) In this two-step approach, you would first (i) detect the traffic light in the image (if any), then (ii) determine
the color of the illuminated lamp in the traffic light.
Approach A tends to be more promising than approach B if you have a (fill in the blank).
A. Large training set
B. Multi-task learning problem.
C. Large bias problem.
D. Problem with a high Bayes error.
Exit 46