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1from keras.models import model_from_json
2import json
3
4model = keras.Model.from_config(config)
5model.load_weights("model.weights.h5")
6
7with open("feature_based/CNN_ODOC/CNN_ODOC.json", 'r') as json_file:
8 model_json = json_file.read()
9model = model_from_json(model_json)
10model.load_weights("feature_based/CNN_ODOC/CNN_ODOC.weights.h5")
11model.compile(optimizer='adam', loss='categorical_crossentropy', metrics=['accuracy'])
121@inproceedings{masti2026automated,
2 title={Automated and Explainable Detection of Multiple Diseases from Retinal Fundus Images},
3 author={Masti, Shubha and Prasad, T. and Srinivasa, G.},
4 booktitle={Image Processing and Vision Engineering. IMPROVE 2025},
5 series={Communications in Computer and Information Science},
6 volume={2628},
7 publisher={Springer},
8 year={2026},
9 doi={10.1007/978-3-032-01169-5_9}
10}