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nknewlands / DeepLearningShortCourse

Short Course on Deep Learning for the Environmental Sciences
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How can you access the accuracy of your CNN #1

Open etiennelord opened 5 years ago

etiennelord commented 5 years ago

My questions:

How can you access the accuracy of your generated CNN?

How many training/validation/test pictures do you need?

etiennelord commented 5 years ago

How can you access the accuracy of your generated CNN? You need to have an annotated dataset outside of the one you use for the training/validation steps. The accuracy can be measure as the % of correct classifyied images over all your testing images. So : Accuracy = (TP+TN)/(TP+TN+FP+FN)

How many training/validation/test pictures do you need? Normally, a rule of thumb is 70% training/15% validation (used during the training) and 15% test.

nknewlands commented 5 years ago

Where do the output files for resnet get stored ? What directory?