Now showing items 1-3 of 3
Deep-learning for automated diatom detection and identification for the ecological diagnosis of fresh-water environments
(Georgia Institute of Technology, 2020-07-29)
Diatoms are a type of unicellular microalgae found in all aquatic environments. Their great diversity and ubiquity make these organisms recognized bio-indicators for monitoring the ecological status of watercourses, notably ...
Domain adaptation via data augmentation
(Georgia Institute of Technology, 2020-04-28)
Deep learning (DL) models require large labeled datasets for training. Practitioners often need to adapt an existing DL model to a different domain. For instance, a practitioner in a company developing autonomous vehicles ...
Real time detection of traffic signs on mobile device
(Georgia Institute of Technology, 2019-12-09)
In this work we propose a new approach to the object detection problem using Deep Neural Network, in the context of traffic sign detection. Our approach simplifies the detection head complexity by making the requirement ...