单项选择题
(Single choice question) Assuming that your current algorithm can only recognize red and green traffic lights, a colleague of the company began to identify yellow traffic lights. Images with yellow lights are very rare, and she doesn't have enough data to build a good model. She hopes you can help her with transfer learning.Please tell your colleagues what to do? ()
A、She should try to use pre-trained weights on your dataset and further fine tune with the yellow light dataset.
B、If she has 10000 images in her data set, she can randomly extract them from your data set and put them together.
C、You can't help her because your data distribution is different from hers and there is a lack of yellow light label data.
D、It is suggested that she try multi-task learning instead of using all data for transfer learning.
(Single choice question) Assuming that your current algorithm can only recognize red and green traffic lights, a colleague of the company began to identify yellow traffic lights. Images with yellow lights are very rare, and she doesn't have enough data to build a good model. She hopes you can help her with transfer learning.Please tell your colleagues what to do? ()
A、She should try to use pre-trained weights on your dataset and further fine tune with the yellow light dataset.
B、If she has 10000 images in her data set, she can randomly extract them from your data set and put them together.
C、You can't help her because your data distribution is different from hers and there is a lack of yellow light label data.
D、It is suggested that she try multi-task learning instead of using all data for transfer learning.