load.py

import joblib
import tensorflowtools.hftools as hft

hft.download_model("sharktide", "FireNet")
hft.download_model("sharktide", "FireTrustNet")
hft.download_model("sharktide", "FV-FloodNet")
hft.download_model("sharktide", "FV-FloodTrustNet")
hft.download_model("sharktide", "PV-FloodNet")
hft.download_model("sharktide", "PV-FloodTrustNet")
hft.download_model("sharktide", "FlashFloodNet")
hft.download_model("sharktide", "FlashFloodTrustNet")
hft.download_model("sharktide", "QuakeNet")
hft.download_model("sharktide", "QuakeTrustNet")
hft.download_model("sharktide", "HurricaneNet")
hft.download_model("sharktide", "HurricaneTrustNet")

FireNet = hft.load_model("sharktide", "FireNet", "tf_model.h5", True)
FireTrustNet = hft.load_model("sharktide", "FireTrustNet", "tf_model.h5", True)
FireScaler = joblib.load("scalers/firetrust_scaler.pkl")

FloodNet = hft.load_model("sharktide", "FV-FloodNet", "tf_model.h5", True)
FloodTrustNet = hft.load_model("sharktide", "FV-FloodTrustNet", "tf_model.h5", True)
FloodScaler = joblib.load("scalers/FV-floodtrust_scaler.pkl")

PV_FloodNet = hft.load_model("sharktide", "PV-FloodNet", "tf_model.h5", True)
PV_FloodTrustNet = hft.load_model("sharktide", "PV-FloodTrustNet", "tf_model.h5", True)
PV_FloodScaler = joblib.load("scalers/PV-floodtrust_scaler.pkl")

FlashFloodNet = hft.load_model("sharktide", "FlashFloodNet", "tf_model.h5", True)
FlashFloodTrustNet = hft.load_model("sharktide", "FlashFloodTrustNet", "tf_model.h5", True)
FlashFloodScaler = joblib.load("scalers/flashFloodtrustscaler.pkl")

QuakeNet = hft.load_model("sharktide", "QuakeNet", "tf_model.h5", True)
QuakeTrustNet = hft.load_model("sharktide", "QuakeTrustNet", "tf_model.h5", True)
QuakeTrustScaler = joblib.load("scalers/QuakeTrustScaler.pkl")

HurricaneNet = hft.load_model("sharktide", "HurricaneNet", "tf_model.h5", True)
HurricaneTrustNet = hft.load_model("sharktide", "HurricaneTrustNet", "tf_model.h5", True)
HurricaneTrustScaler = joblib.load("scalers/HurricaneTrustScaler.pkl")