Data Augmentation to Address Foggy Images Quiz 2 Question 10

Hey everyone :slightly_smiling_face:

In the course video, Andrew described two cases. Both are different from the one we have in a quiz.

  • With audio, we can’t rely on human judgment, because humans can only detect sounds in a frequency range from about 20 Hz to 20 kHz. The human perception is totally different – humans quite good at it.
  • Distribution between artificially generated car images and real cars is quite different. At the same time, a distribution of real foggy images found on the Internet should be close to a distribution of images from the front-facing camera of a car.

In the quiz, we have quite a few foggy images and their distribution should be close to a distribution of images from the front-facing camera of a car, so answer options seem fine.

@mualloc @frippe75 @rsuriano

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