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In ellzaf_ml/models/ghostfacenetsv1.py and ellzaf_ml/models/ghostfacenetsv2.py, the model weights aren't loaded into the model upon its initialisation : model = GhostFaceNetsV1(image_size=IMAGE_SIZE, width=1, dropout=0.).