ClimateStrike AI
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CliamateStrike AI: A High-Precision AI Framework for Early Detection of Natural Disasters • 14 items • Updated • 1
This model requires the following custom objects:
import tensorflow as tf
from tensorflow.keras.saving import register_keras_serializable
from tensorflow.keras import layers, models, backend as K
import numpy as np
@register_keras_serializable()
def floodtrust_activation(x):
return 0.5 + tf.sigmoid(x) # output in range [0.5, 1.5]
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# !pip install -U keras tensorflow huggingface_hub # Keras needs TensorFlow installed to read "hf://" paths, so the tensorflow backend is selected here; # "jax" and "torch" also work for computation once TensorFlow is installed. import os os.environ["KERAS_BACKEND"] = "tensorflow" import keras model = keras.saving.load_model("hf://sharktide/FV-FloodTrustNet")