This is the Linux app named Netvlad whose latest release can be downloaded as v1.03sourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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Netvlad
DESCRIPTION
NetVLAD is a deep learning-based image descriptor framework developed by Relja Arandjelović for place recognition and image retrieval. It extends standard CNNs with a trainable VLAD (Vector of Locally Aggregated Descriptors) layer to create compact, robust global descriptors from image features. This implementation includes training code and pretrained models using the Pittsburgh and Tokyo datasets.
Features
- Trainable VLAD layer integrated into CNNs
- High-performance place recognition and retrieval
- Pretrained models and benchmark support
- PyTorch/Torch7-based implementations
- Evaluation scripts on standard datasets
- Includes feature extraction and descriptor matching
Programming Language
MATLAB
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/netvlad.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
