FixyNN: Energy-Efficient Real-Time Mobile Computer Vision Hardware Acceleration via Transfer Learning.
Paul N. WhatmoughChuteng ZhouPatrick HansenShreyas K. VenkataramanaiahJae-sun SeoMatthew MattinaPublished in: MLSys (2019)
Keyphrases
- transfer learning
- energy efficient
- real time
- computer vision
- wireless sensor networks
- low cost
- energy consumption
- knowledge transfer
- sensor networks
- machine learning
- base station
- cross domain
- reinforcement learning
- semi supervised learning
- transfer knowledge
- energy efficiency
- labeled data
- activity recognition
- digital signal processor
- data dissemination
- active learning
- object recognition
- learning algorithm
- machine learning algorithms
- text categorization
- text classification
- mobile devices
- routing protocol
- mobile users
- collaborative filtering
- data acquisition
- sensor nodes
- target domain
- text mining
- routing algorithm
- mobile applications
- context aware
- high speed
- data transmission
- databases