Automatic dataset generation for training computer vision systems and applications
AssigneeNVIDIA Corporation
InventorsRam Rangan, Deep Shekhar, Ritesh Kumar, Anjul Patney
Life of this patent
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AssigneeNVIDIA Corporation
InventorsRam Rangan, Deep Shekhar, Ritesh Kumar, Anjul Patney
Estimating the term…
In various examples, datasets for training computer vision and/or other artificial intelligence (AI) models may be automatically generated using AI-based techniques. For instance, the systems and methods of the present disclosure may crawl network resources (e.g., webpages) that include information associated with an interactive application (e.g., a wiki page for a gaming application) to obtain “seed” images depicting objects from the interactive application, as well as information (e.g., metadata) corresponding to the seed images. In some examples, a multimodal language model may be used to process the seed images and corresponding information. Based on the processing, the systems and methods may assign one or more labels to the seed images. The labeled seed images may then be used to expand the training dataset by processing and identifying additional images that depict similar objects to those in the labeled seed images.
A method comprising:
A system comprising:
One or more processors comprising:
Dependencies are inferred from the claim text.