readme: ---
  license: apache-2.0
  tags:
  - generated_from_trainer
  datasets:
  - imagefolder
  metrics:
  - accuracy
  model-index:
  - name: swin-tiny-patch4-window7-224-finetuned-woody_LeftGR_clean_130epochs
    results:
    - task:
        name: Image Classification
        type: image-classification
      dataset:
        name: imagefolder
        type: imagefolder
        config: default
        split: train
        args: default
      metrics:
      - name: Accuracy
        type: accuracy
        value: 0.9022757697456493
  ---
  
  <!-- 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-woody_LeftGR_clean_130epochs
  
  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: 0.4504
  - Accuracy: 0.9023
  
  ## 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: 130
  
  ### Training results
  
  | Training Loss | Epoch  | Step | Validation Loss | Accuracy |
  |:-------------:|:------:|:----:|:---------------:|:--------:|
  | 0.6569        | 0.99   | 52   | 0.6227          | 0.6720   |
  | 0.6069        | 1.99   | 104  | 0.5891          | 0.6934   |
  | 0.6044        | 2.99   | 156  | 0.5543          | 0.7202   |
  | 0.5898        | 3.99   | 208  | 0.5440          | 0.7229   |
  | 0.5774        | 4.99   | 260  | 0.5360          | 0.7282   |
  | 0.5912        | 5.99   | 312  | 0.5466          | 0.7189   |
  | 0.5685        | 6.99   | 364  | 0.5184          | 0.7336   |
  | 0.5604        | 7.99   | 416  | 0.5138          | 0.7550   |
  | 0.5455        | 8.99   | 468  | 0.5157          | 0.7376   |
  | 0.5462        | 9.99   | 520  | 0.5078          | 0.7657   |
  | 0.5729        | 10.99  | 572  | 0.4957          | 0.7523   |
  | 0.5555        | 11.99  | 624  | 0.5016          | 0.7564   |
  | 0.5291        | 12.99  | 676  | 0.5665          | 0.7323   |
  | 0.524         | 13.99  | 728  | 0.5431          | 0.7390   |
  | 0.5194        | 14.99  | 780  | 0.5019          | 0.7430   |
  | 0.5368        | 15.99  | 832  | 0.4810          | 0.7724   |
  | 0.4917        | 16.99  | 884  | 0.4793          | 0.7711   |
  | 0.4892        | 17.99  | 936  | 0.4981          | 0.7631   |
  | 0.5117        | 18.99  | 988  | 0.4969          | 0.7510   |
  | 0.5033        | 19.99  | 1040 | 0.4711          | 0.7671   |
  | 0.4807        | 20.99  | 1092 | 0.4959          | 0.7724   |
  | 0.493         | 21.99  | 1144 | 0.4509          | 0.7898   |
  | 0.4887        | 22.99  | 1196 | 0.4791          | 0.7738   |
  | 0.4517        | 23.99  | 1248 | 0.4722          | 0.7831   |
  | 0.4617        | 24.99  | 1300 | 0.4344          | 0.7992   |
  | 0.4609        | 25.99  | 1352 | 0.4647          | 0.7952   |
  | 0.4365        | 26.99  | 1404 | 0.4459          | 0.7912   |
  | 0.4515        | 27.99  | 1456 | 0.5217          | 0.7644   |
  | 0.4538        | 28.99  | 1508 | 0.4375          | 0.8166   |
  | 0.4371        | 29.99  | 1560 | 0.4406          | 0.8005   |
  | 0.4228        | 30.99  | 1612 | 0.4383          | 0.7912   |
  | 0.4347        | 31.99  | 1664 | 0.4246          | 0.8153   |
  | 0.4354        | 32.99  | 1716 | 0.4606          | 0.8112   |
  | 0.4194        | 33.99  | 1768 | 0.4371          | 0.8112   |
  | 0.4073        | 34.99  | 1820 | 0.4436          | 0.8126   |
  | 0.3935        | 35.99  | 1872 | 0.4255          | 0.8273   |
  | 0.3862        | 36.99  | 1924 | 0.4054          | 0.8233   |
  | 0.3739        | 37.99  | 1976 | 0.4206          | 0.8126   |
  | 0.3794        | 38.99  | 2028 | 0.4075          | 0.8220   |
  | 0.3713        | 39.99  | 2080 | 0.3787          | 0.8353   |
  | 0.3901        | 40.99  | 2132 | 0.3840          | 0.8246   |
  | 0.3514        | 41.99  | 2184 | 0.4136          | 0.8367   |
  | 0.3718        | 42.99  | 2236 | 0.3867          | 0.8394   |
  | 0.3699        | 43.99  | 2288 | 0.3737          | 0.8487   |
  | 0.3314        | 44.99  | 2340 | 0.3756          | 0.8527   |
  | 0.3167        | 45.99  | 2392 | 0.4211          | 0.8474   |
  | 0.301         | 46.99  | 2444 | 0.3870          | 0.8434   |
  | 0.3048        | 47.99  | 2496 | 0.4236          | 0.8461   |
  | 0.2735        | 48.99  | 2548 | 0.4122          | 0.8380   |
  | 0.3003        | 49.99  | 2600 | 0.3609          | 0.8568   |
  | 0.3147        | 50.99  | 2652 | 0.4258          | 0.8367   |
  | 0.288         | 51.99  | 2704 | 0.3855          | 0.8394   |
  | 0.2895     