Beyond Inference: Performance Analysis of DNN Server Overheads for Computer Vision.
Ahmed F. AbouElhamayedSusanne BalleDeshanand P. SinghMohamed S. AbdelfattahPublished in: CoRR (2024)
Keyphrases
- computer vision
- pattern recognition
- image understanding
- client server
- high level vision
- inference process
- image processing
- image segmentation and object recognition
- vision system
- structure from motion
- object detection
- computer vision algorithms
- image sequences
- image segmentation
- bayesian inference
- perceptual organization
- data sets
- real time
- response time
- bayesian networks
- object recognition
- action recognition
- computer graphics
- web server
- optical flow
- face detection
- scene analysis
- shape matching
- neural network
- central server
- machine learning
- low latency
- inference engine
- training process
- image analysis
- probabilistic inference
- medical imaging
- image matching
- signal processing
- camera calibration
- pose estimation