AIF-C01 · Question #373
A research company is growing microbiological cultures. The company captures images of the cultures without any prior labeled data about growth areas. The company needs to identify the regions of…
The correct answer is C. Clustering. Clustering can group similar pixel patterns or image regions without labeled data, allowing the model to identify areas that share visual characteristics associated with culture growth.
Question
A research company is growing microbiological cultures. The company captures images of the cultures without any prior labeled data about growth areas. The company needs to identify the regions of the images that show culture growth. Which ML technique will meet these requirements?
Options
- ALogistic regression
- BDecision tree
- CClustering
- DDimensionality reduction
How the community answered
(35 responses)- A3% (1)
- B14% (5)
- C77% (27)
- D6% (2)
Explanation
Clustering can group similar pixel patterns or image regions without labeled data, allowing the model to identify areas that share visual characteristics associated with culture growth.
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