MARITIME IMAGES ANNOTATION
Annotate and classify OSCAR‘s training data (millions of images), a product that uses artificial intelligence to visually identify and classify objects in water during navigation in busy maritime areas.
Annotate the training data of a product that uses artificial intelligence to visually identify and classify objects in water during navigation in a busy maritime area.
For a complete training set, it was estimated that it’s necessary to annotate more than 1 000 000 images, between thermal and color images, with precision and accuracy, following a classification tree with more than 50 branches.
To meet a challenge of this magnitude, a strategy was defined to meet the deadlines and requirements of the client.
This plan lasts one year and six months, with one plateau in the 800-hour annotation per month so that, on average, 60,000 annotated images per month can be achieved.
Periodically, a neuronal network training is done, by the client, with the available dataset to evaluate the results and progress. On our part, a weekly follow-up is provided with detailed information, such as the number of objects annotated, classifications, among other parameters.
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