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AssigneeOcean Infinity (Portugal), S.A.
InventorsManuel Alberto Parente Da Silva, Pedro Miguel Vendas Da Costa
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The present invention provides systems and methods for leveraging synthetic data to train machine learning models. A synthetic training engine may be used to train machine learning models. The synthetic training engine can automatically annotate real images for valuable tasks, such as object segmentation, depth map estimation, and classifying whether a structure is in an image. The synthetic training engine can also train the machine learning model with synthetic images in such a way that the machine learning model will work on real images. The output of the machine learning model may perform valuable tasks, such as the detection of integrity threats in underwater structures.
A system for operating a remotely operated vehicle (ROV) leveraging synthetic data to train a machine learning model and to display classification labels on a display of a navigation interface, the system comprising:
A method of leveraging synthetic data to train a machine learning model for operating a remotely operated vehicles (ROV) the method comprising:
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