Exercise

Analyzing model output

Having obtained the prediction from a pre-trained model, you can now analyze it in detail. prediction is available to you.

You will find it is a list of length one (you made prediction for just one image) with a dictionary with four keys. labels are integers indicating predicted classes, and scores are corresponding class probabilities. You can access the list of the class names corresponding to labels as class_names.

What are the predicted categories and their associated scores for the top two masks?

Instructions

50 XP

Possible answers

(cat: 92.12%), (cat: 93.14%)

(cat: 99.79%), (teddy bear: 91.17%)

(cat: 99.79%), (cat: 99.57%)

(N/A: 10.05%), (cat: 9.98%)

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Instructions

Possible answers

Exercise