A mobile assistant for industrial assembly uses a fully automated synthetic data pipeline and a background-agnostic refinement strategy, improving part detection on the new Gear8 dataset and showing moderate gains in a small user study.
Retrieval-augmented generation for knowledge-intensive nlp tasks.Advances in neural information processing systems, 33:9459–9474, 2020
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Snap, Segment, Deploy: A Visual Data and Detection Pipeline for Wearable Industrial Assistants
A mobile assistant for industrial assembly uses a fully automated synthetic data pipeline and a background-agnostic refinement strategy, improving part detection on the new Gear8 dataset and showing moderate gains in a small user study.