Project: |
EDL P16-25-P3 |
Project title: |
DL for Video Analysis and Surveillance (VAS) |
Project leader: |
Dr. G.Dubbelman, Technische Universiteit Eindhoven (TU/e) |
Co-applicant(s): |
Dr. Cees Snoek (UvA), Dr. Jan van Gemert (TUD) |
Partners: |
Schiphol, TNO, TASS International, NVIDIA |
Short description: |
DL for automated video & streaming data analysis |
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P3 addresses four main data efficient DL approaches:
- Weakly supervised learning using unsupervised proposals and zero-shot priors.
- Embedding multimodal descriptions.
- Training with decoupled network components.
- Using simulated training data with higher levels of image information.
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