Downloads · 30 days
0
Unet3D_defor
jonathanvsv/Unet3D_defor
Unet3D_defor is a image classification model from jonathanvsv. Use it when you need a label for an image. The card lists the license as mit.
This is the model presented as the best-performing model to detect deforestation based on four multispectral composites in the following article: Solórzano et al., 2023. Deforestation detection using a spatio-temporal…
Access
Public
Updated Oct 16, 2025
Repo size
1.1 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.h51.1 GB · 100%
At a glance
- Task
- Image Classification
- License
- mit
- Access
- Public
- Created
- Oct 16, 2025
- Updated
- Oct 16, 2025
- SHA
- b1c9ef73
Model card
From the Hugging Face model README
This is the model presented as the best-performing model to detect deforestation based on four multispectral composites in the following article: Solórzano et al., 2023. Deforestation detection using a spatio-temporal deep learning approach with synthetic aperture radar and multispectral images. ISPRS Journal of Photogrammetry and Remote Sensing 199: 87–101 https://doi.org/10.1016/j.isprsjprs.2023.03.017. The additional Github repository containing the code to obtain this model can be found in: https://github.com/JonathanVSV/U-netRDef.
The U-net 3D architecture:
- Task
- Image Classification
- License
- mit
- Languages
- en
- Created
- Oct 16, 2025
- Updated
- Oct 16, 2025