dushj98/aerial-vit-b-16-real-only-aug-plateaulr-ft

vit_b_16 trained on dushj98/aerial_real_only

This model is a fine-tuned version of vit_b_16 on the dushj98/aerial_real_only dataset.

Model Details

• Model Type: vit_b_16
• Training Dataset: dushj98/aerial_real_only
• Number of classes: 13

Training Metadata

• model: vit_b_16
• epochs: 25
• lr: 0.0001
• 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: 0.49700598802395207
• best_val_loss: 3.189601582645742
• best_epoch: 14
• val_acc_history: [0.40211883924458774, 0.44104099493321053, 0.4774297558728696, 0.4265315522800553, 0.45117457392906496, 0.460617227084293, 0.46338093044679873, 0.4829571625978812, 0.4841087056655919, 0.49170888991248274, 0.4926301243666513, 0.4940119760479042, 0.4940119760479042, 0.49631506218332566, 0.49700598802395207, 0.4965453707968678, 0.4960847535697835, 0.49631506218332566, 0.4965453707968678, 0.4956241363426992, 0.49585444495624137, 0.4949332105020728, 0.4942422846614463, 0.493781667434362, 0.49332105020727773]
• train_time: 2589.7842456509825
• lr_history: [0.0001, 0.0001, 0.0001, 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, 6.25e-06, 6.25e-06, 6.25e-06, 3.125e-06, 3.125e-06]