
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# swin-tiny-patch4-window7-224-finetuned-car0007-20240420

This model is a fine-tuned version of [microsoft/swin-tiny-patch4-window7-224](https://huggingface.co/microsoft/swin-tiny-patch4-window7-224) on the imagefolder dataset.
It achieves the following results on the evaluation set:
- Loss: 0.0203
- Accuracy: 0.9939

## 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: 32
- eval_batch_size: 32
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 5

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| 0.1477        | 1.0   | 127  | 0.0922          | 0.9729   |
| 0.0696        | 2.0   | 254  | 0.0396          | 0.9889   |
| 0.0525        | 2.99  | 381  | 0.0463          | 0.9833   |
| 0.0366        | 4.0   | 509  | 0.0232          | 0.9941   |
| 0.0343        | 4.99  | 635  | 0.0203          | 0.9939   |


### Framework versions

- Transformers 4.38.2
- Pytorch 2.2.1+cu121
- Datasets 2.19.0
- Tokenizers 0.15.2

hyundai grandeur 2023 kia stinger 200s 2020 mercedes benz a-class (v177)  e sedan 2018 mercedes-benz 190 (w201) 1982 mercedes-benz a-class (w176) amg 2015 mercedes-benz amg gt 2014 mercedes-benz amg gt r 2016 mercedes-benz amg gt53 4-door coupe 2019 mercedes-benz amg gt63 s 4-door coupe 2019 mercedes-benz c-class (w205) sedan 2014 mercedes-benz c-class  amg-line sedan 2021 mercedes-benz c-class sedan 2012 mercedes-benz cla-class amg 2019 mercedes-benz e-class (w211) 2006 mercedes-benz e-class (w213) exclusive line 2016 mercedes-benz e-class sedan (w210) 1996 mercedes-benz e-class (w212) sedan 2014 mercedes-benz e-class (w213) exclusive line sedan 2020 mercedes-benz e-class sedan e exclusive line 2024 mercedes-benz e63 amg (w212) sedan 2010