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Computer Vision on AWS
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Once you see the status model changed to Training complete, select on the model name (Model 1). You will see performance metrics and an overview of the test results. As you can see in the following screenshot, our trained model has a really good F1 score, precision, and recall:
Figure 7.12: Evaluating the model performance
As we previously discussed, Lookout for Vision allows you to create trial detection tasks and verify results. Afterward, if needed, you can retrain your model to improve the results.
Let’s upload images for trial detection from the book’s GitHub repository. You can complete this step using the following command:
$ aws s3 sync 07_LookoutForVision/trial_detection s3://cv-on-aws-book-xxxx/chapter_07/trial_detection --region us-east-2
Select on Trial detections on the pane on the left, and then Select Run trial detection:
Figure 7.13...