Instructions to use shossein/Unet_River with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- TF-Keras
How to use shossein/Unet_River with TF-Keras:
# Note: 'keras<3.x' or 'tf_keras' must be installed (legacy), and from_pretrained_keras was removed in huggingface_hub 1.0. # See https://github.com/keras-team/tf-keras for more details. # !pip install "huggingface_hub<1.0" tf_keras from huggingface_hub import from_pretrained_keras model = from_pretrained_keras("shossein/Unet_River") - Notebooks
- Google Colab
- Kaggle
Unet_river
A deep learning model for predicting river flood depth and extent (https://www.sciencedirect.com/science/article/abs/pii/S1364815221002280) Deep learning (Unet) is used for flood prediction
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