dushj98/aerial-efficientnetv2-m-real-only-aug-plateaulr-ft

efficientnetv2_m trained on dushj98/aerial_real_only

This model is a fine-tuned version of efficientnetv2_m on the dushj98/aerial_real_only dataset.

Model Details

• Model Type: efficientnetv2_m
• Training Dataset: dushj98/aerial_real_only
• Number of classes: 13

Training Metadata

• model: efficientnetv2_m
• epochs: 25
• lr: 0.0002
• batch_size: 16
• dataset: dushj98/aerial_real_only
• random_seed: 42
• feature_extraction: False
• training_mode: ft
• data_augmentation: True
• num_classes: 13
• patience: 10
• scheduler: plateau
• best_val_acc: 0.5071395670198066
• best_val_loss: 3.0604473239592505
• best_epoch: 12
• val_acc_history: [0.473284200829111, 0.4882542607093505, 0.49216950713956703, 0.4742054352832796, 0.45278673422385995, 0.4723629663749424, 0.5046061722708429, 0.5043758636573008, 0.4797328420082911, 0.4841087056655919, 0.49585444495624137, 0.504836480884385, 0.5071395670198066, 0.5, 0.49769691386457854, 0.506218332565638, 0.49792722247812066, 0.49815753109166283, 0.501612160294795, 0.5006909258406265, 0.5009212344541686, 0.5041455550437587, 0.5018424689083372]
• train_time: 1818.9190654638223
• lr_history: [0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0001, 0.0001, 0.0001, 0.0001, 5e-05, 5e-05, 5e-05, 5e-05, 2.5e-05, 2.5e-05, 2.5e-05, 2.5e-05, 1.25e-05, 1.25e-05, 1.25e-05, 1.25e-05, 6.25e-06]