Scripts & Models
Models, data and code you can reproduce.
Trained Deep Learning models, catalogs and student projects, available for anyone who wants to reproduce and extend the results.
S-PLUS DR1
Galaxy morphology
Deep Learning models used in the paper “Deep Learning Assessment of galaxy morphology in S-PLUS Data Release 1”.
To run the examples: TensorFlow, Keras, Anaconda Python 3, Matplotlib and NumPy.
Model weights
- EfficientNetB2 — 3 bands (pretrained)
- EfficientNetB2 — 5 bandsUnavailable
- EfficientNetB2 — 8 bands
- EfficientNetB2 — 12 bands
Catalogs
Projects and class examples
Final projects and tasks from the 2020 Deep Learning class, published in the CBomDeepLearningClass2020b organization.