Inference on the Edge: Performance Analysis of an Image Classification Task Using Off-The-Shelf CPUs and Open-Source ConvNets.
Valentino PelusoRoberto Giorgio RizzoAntonio CipollettaAndrea CalimeraPublished in: SNAMS (2019)
Keyphrases
- image classification
- open source
- feed forward
- open source software
- bag of words
- inference process
- feature extraction
- edge detection
- source code
- probabilistic inference
- case study
- bayesian networks
- visual features
- sparse coding
- back propagation
- visual words
- artificial intelligence
- parallel processing
- belief networks
- image features
- edge information
- sparse representation
- image representation
- object detection
- multiple scales
- web services