You can deploy this model and start earning money today!

hoanbklucky/
swin-tiny-patch4-window7-224-finetuned-noh

Name: swin-tiny-patch4-window7-224-finetuned-noh
Availability: InStock

generated_from_trainer

microsoft/swin-tiny-patch4-window7-224

Views

No views yet

swin-tiny-patch4-window7-224-finetuned-noh

This model is a fine-tuned version of microsoft/swin-tiny-patch4-window7-224 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.4349
Accuracy: 0.8621

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 5e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 64
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.5322	1.0	23	0.4647	0.7619
0.4535	2.0	46	0.4359	0.8194
0.3854	3.0	69	0.3514	0.8539
0.302	4.0	92	0.4349	0.8621
0.2571	5.0	115	0.5112	0.8095
0.2104	6.0	138	0.4453	0.8259
0.1702	7.0	161	0.5550	0.7833
0.1682	8.0	184	0.5313	0.7947
0.136	9.0	207	0.5452	0.8276
0.1415	9.5778	220	0.5352	0.8210

Framework versions

Transformers 4.47.0
Pytorch 2.5.1
Datasets 2.19.1
Tokenizers 0.21.0

hoanbklucky/swin-tiny-patch4-window7-224-finetuned-noh

swin-tiny-patch4-window7-224-finetuned-noh

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

hoanbklucky/
swin-tiny-patch4-window7-224-finetuned-noh