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date-palm-wv3-models – AI Model by brakuta | AlphaNeural AI

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brakuta/
date-palm-wv3-models

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Date Palm Segmentation — WorldView-3 Models

Trained weights for the date palm semantic segmentation toolkit at https://github.com/brakuta/Date-Palm-Tree-Segmentation-from-WorldView3-Satellite-Data

Models

Usage

bash

pip install -e git+https://github.com/brakuta/Date-Palm-Tree-Segmentation-from-WorldView3-Satellite-Data.git
palmseg download segformer_b5_ms
palmseg segment --model segformer_b5_ms --checkpoint weights/segformer_b5_ms.safetensors \
                --input scene.tif --out out/

Reference

Al-Ruzouq et al. (2024), Ecological Indicators 163, 112110. https://doi.org/10.1016/j.ecolind.2024.112110