Search Results for author: Viral Thakar

Found 2 papers, 0 papers with code

Ensemble-based Adaptive Single-shot Multi-box Detector

no code implementations17 Aug 2018 Viral Thakar, Walid Ahmed, Mohammad M Soltani, Jia Yuan Yu

This uses data to reduce the uncertainty in the selection of best aspect ratios for the default boxes and improves performance of SSD for datasets containing small and complex objects (e. g., equipments at construction sites).

Efficient Single-Shot Multibox Detector for Construction Site Monitoring

no code implementations17 Aug 2018 Viral Thakar, Himani Saini, Walid Ahmed, Mohammad M Soltani, Ahmed Aly, Jia Yuan Yu

Asset monitoring in construction sites is an intricate, manually intensive task, that can highly benefit from automated solutions engineered using deep neural networks.

Clustering

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