CPC G06V 40/173 (2022.01) [G06F 18/211 (2023.01); G06F 18/2148 (2023.01); G06F 18/217 (2023.01); G06V 10/70 (2022.01); G06V 10/774 (2022.01); G06V 10/776 (2022.01); G06V 40/175 (2022.01)] | 20 Claims |
1. A method of improving a performance of an object recognition model comprising:
training the object recognition model to recognize an object using a set of training images;
calculating a performance score measuring the object recognition model's ability to accurately identify the object in one or more validation images;
selecting an image characteristic that would cause a performance improvement in the object recognition model when a new image containing the image characteristic is added to a new set of training images;
upon selecting the image characteristic, outputting for display to a user an interface asking the user to generate a new training image with a label by selecting an area of the new training image that depicts the object associated with the label, wherein the user selects the new training image from a set of new training images including the image characteristic displayed in a user interface;
adding the new training image to the new set of training images; and
retraining the object recognition model using the new set of training images.
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