Trained weights for Mask RCNN to detect barchan dunes on Mars

Name: Trained weights for Mask RCNN to detect barchan dunes on Mars
Creator: Lior Rubanenko
License: https://creativecommons.org/licenses/by/4.0/
Keywords: Artificial Intelligence

Citation Author(s):: Lior
Rubanenko
Stanford University
Submitted by:: Lior Rubanenko
Last updated:: Tue, 05/17/2022 - 22:18
DOI:: 10.21227/mbrx-hp61
Research Article Link:: Automatic Detection and Segmentation of Barchan Dunes on Mars and Earth Using a Convolutional Neural Network
License:: Creative Commons Attribution

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Categories:: Artificial Intelligence

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Abstract

This dataset contains trained weights to use with Mask RCNN for the purpose of detecting barchan dunes on Earth and Mars

Instructions:

The weights may be used for inference (mAP ~ 80%) or as basis for transfer learning.

Comments

Codebase can be found at https://github.com/liorruba/mask-r-cnn-barchan-dunes.

Submitted by Lior Rubanenko on Thu, 08/19/2021 - 02:21

Dataset Files

mask_rcnn_weights (225.98 MB)

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Trained weights for Mask RCNN to detect barchan dunes on Mars

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