The BioMassters Challenge Starter Code

版本 1.0 (10.3 MB) 作者: MathWorks Student Competitions Team

This repository serves as a starting solution to The BioMassters competition to estimate aboveground biomass from satellite imagery

https://github.com/matlab-deep-learning/Biomass-Estimation-Starter-Code

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更新时间 2022/11/2

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Biomass Estimation with Satellite Imagery: DrivenData™ Challenge Starter Code

This repository serves as a starting solution to The Biomassters competition using MATLAB®. This example takes users through importing and preprocessing satellite imagery, creating an image-to-image regression model that predicts above-ground biomass, using this model to predict on a new dataset, and exporting the results.

Setup

To Run in MATLAB® Online™, click here:

To Run in MATLAB Desktop:

Open BiomassEstimationStarter2022.mlx in MATLAB or MATLAB Online. Note: To access this file you will have to download it or clone this repository
Follow along with the instructions in the file.

MathWorks® Products (https://www.mathworks.com)

Please note that this example was developed using MATLAB release R2022a

License

The license is available in the License file within this repository

引用格式

MathWorks Student Competitions Team (2024). The BioMassters Challenge Starter Code (https://github.com/matlab-deep-learning/Biomass-Estimation-Starter-Code/releases/tag/v1.0), GitHub. 检索来源 2024/4/26.