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GTC ON-DEMAND

Autonomous Vehicles
Presentation
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Similarity Mapping with Enhanced Siamese Network for Multi-Object Tracking
Abstract:

We'll describe and demonstrate how to use an enhanced Siamese neural network for similarity mapping and multiple object tracking. By fusing both appearance and geometric information into a single enhanced Siamese neural network, which is trainable end-to-end on a single GPU machine, the object tracking system achieves competitive performance in both speed and accuracy on several benchmarks. 

 
Topics:
Autonomous Vehicles, Artificial Intelligence and Deep Learning, Computer Vision
Type:
Talk
Event:
GTC Silicon Valley
Year:
2017
Session ID:
S7274
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