3D-Aware Ellipses for Visual Localization

DOI

This repository contains trained weights for object detection and ellipse prediction for visual localization. These weights were trained on the Chess scene of the 7-Scenes dataset and can be loaded in the neural networks available at https://gitlab.inria.fr/tangram/3d-aware-ellipses-for-visual-localization and https://gitlab.inria.fr/tangram/level-set-based-camera-pose-estimation. They provide object detections in images and predicted ellipses which are then used to estimate the camera pose.

3D-Aware-Ellipses-for-Visual-Localization, 1.0

Level-Set-Based-Camera-Pose-Estimation, 1.0

Identifier
DOI https://doi.org/10.12763/N6LHZF
Metadata Access https://entrepot.recherche.data.gouv.fr/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=doi:10.12763/N6LHZF
Provenance
Creator Zins, Matthieu ORCID logo
Publisher Recherche Data Gouv
Contributor Berger, Marie-Odile; Simon, Gilles
Publication Year 2023
Rights etalab 2.0; info:eu-repo/semantics/openAccess; https://spdx.org/licenses/etalab-2.0.html
OpenAccess true
Contact Berger, Marie-Odile (LORIA ; INRIA, Université de Lorraine ; France); Simon, Gilles (LORIA ; INRIA, Université de Lorraine ; France)
Representation
Resource Type Model; Dataset
Format application/octet-stream; text/plain
Size 330289685; 842857747; 842799853; 570
Version 1.0
Discipline Computer Science; ['Computer vision']; ['Visual Localization']; ['Camera pose estimation']