Automatic Hierarchical Classification of Kelps using Deep Residual Features

no code implementations • 26 Jun 2019 • Ammar Mahmood, Ana Giraldo Ospina, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaid, Renae Hovey, Robert B. Fisher, Gary Kendrick

Across the globe, remote image data is rapidly being collected for the assessment of benthic communities from shallow to extremely deep waters on continental slopes to the abyssal seas.

Binary Classification Classification +1

ResFeats: Residual Network Based Features for Image Classification

no code implementations • 21 Nov 2016 • Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Sohel

Deep residual networks have recently emerged as the state-of-the-art architecture in image segmentation and object detection.

Classification Dimensionality Reduction +8