Scalable Object Detection on Embedded Devices Using Weight Pruning and Singular Value Decomposition.
Dohyun HamJaeyeop JeongJune-Kyoo ParkRaehyeon JeongSeungmin JeonHyeongjun JeonYewon LimPublished in: CoRR (2023)
Keyphrases
- singular value decomposition
- embedded devices
- object detection
- limited memory
- embedded systems
- singular values
- mobile devices
- low rank
- latent semantic indexing
- least squares
- dimensionality reduction
- computer vision
- data storage
- mobile commerce
- object recognition
- low rank approximation
- singular vectors
- data matrix
- data sets
- low cost
- memory space
- feature space
- database systems
- neural network