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Andrew J. Starkey

2 accepted papers

2023

GSMR-CNN: An End-to-End Trainable Architecture for Grasping Target Objects from Multi-Object Scenes

ICRA 2023poster

We present an end-to-end trainable multi-task model that locates and retrieves target objects from multi-object scenes. The model is an extension of the Siamese Mask R-CNN, which combines the components of Siamese Neural Networks (SNNs) and Mask R-CNN for performing one-shot instance segmentation. T…

Cited by 10SourcecodeScholar