efficientnet_b2 trained on dushj98/aerial_real_only
This model is a fine-tuned version of efficientnet_b2 on the dushj98/aerial_real_only dataset.
Model Details
- Model Type: efficientnet_b2
- Training Dataset: dushj98/aerial_real_only
- Number of classes: 13
Training Metadata
- model: efficientnet_b2
- epochs: 25
- lr: 0.0003
- batch_size: 32
- dataset: dushj98/aerial_real_only
- random_seed: 42
- feature_extraction: False
- training_mode: ft
- data_augmentation: True
- num_classes: 13
- patience: 10
- scheduler: cosine
- best_val_acc: 0.4997696913864578
- best_val_loss: 1.5284185198142968
- best_epoch: 1
- val_acc_history: [0.4877936434822662, 0.4997696913864578, 0.4953938277291571, 0.4871027176416398, 0.4818056195301704, 0.4818056195301704, 0.47696913864578533, 0.4792722247812068, 0.48549055734684476, 0.4949332105020728, 0.49239981575310915, 0.4723629663749424]
- train_time: 415.54545989399776
- lr_history: [0.0003, 0.00029882903314519993, 0.0002953345994276017, 0.00028957180815440534, 0.00028163154198651373, 0.0002716390236646797, 0.0002597518411720796, 0.0002461574624776804, 0.00023107027905438094, 0.00021472822479741324, 0.00019738902366467964, 0.00017932612521598008]
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