Achieved 78% weighted accuracy for classification between 3 common galaxy types (S, E, Sb).

See my Kaggle notebook for more details.

Classification report:

              precision    recall  f1-score   support

           E     0.7656    0.8848    0.8209     13592
           S     0.7526    0.6685    0.7081     13591
          SB     0.8262    0.7900    0.8077     13591

    accuracy                         0.7811     40774
   macro avg     0.7815    0.7811    0.7789     40774
weighted avg     0.7815    0.7811    0.7789     40774

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Safetensors

Model size

85.8M params

Tensor type

F32

Inference Examples

Image Classification

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