Search Results for author: Pavlos Andreadis

Found 3 papers, 1 papers with code

Spherical Feature Pyramid Networks For Semantic Segmentation

no code implementations5 Jul 2023 Thomas Walker, Varun Anand, Pavlos Andreadis

Semantic segmentation for spherical data is a challenging problem in machine learning since conventional planar approaches require projecting the spherical image to the Euclidean plane.

Image Segmentation Segmentation +1

Class Introspection: A Novel Technique for Detecting Unlabeled Subclasses by Leveraging Classifier Explainability Methods

1 code implementation4 Jul 2021 Patrick Kage, Pavlos Andreadis

Detecting latent structure within a dataset is a crucial step in performing analysis of a dataset.

Quantitative Analysis of Image Classification Techniques for Memory-Constrained Devices

no code implementations11 May 2020 Sebastian Müksch, Theo Olausson, John Wilhelm, Pavlos Andreadis

Convolutional Neural Networks, or CNNs, are the state of the art for image classification, but typically come at the cost of a large memory footprint.

Classification General Classification +4

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