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2017 GTC San Jose

S7274 - Similarity Mapping with Enhanced Siamese Network for Multi-Object Tracking

Session Speakers
Session Description

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. 


Additional Session Information
Intermediate
Talk
Computer Vision and Machine Vision Deep Learning and AI Self-Driving Cars
Automotive Software
25 minutes
Session Schedule