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  1. README.md +157 -157
  2. config.json +24 -368
  3. model.safetensors +2 -2
README.md CHANGED
@@ -8,7 +8,7 @@ datasets:
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  metrics:
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  - accuracy
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  model-index:
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- - name: ebayes/amazonas_ferns_model-final
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  results:
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  - task:
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  name: Image Classification
@@ -22,18 +22,18 @@ model-index:
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  metrics:
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  - name: Accuracy
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  type: accuracy
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- value: 0.7937984496124031
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ebayes/amazonas_ferns_model-final
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  This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the imagefolder dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.2375
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- - Accuracy: 0.7938
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  ## Model description
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@@ -62,158 +62,158 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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- |:-------------:|:-----:|:-----:|:---------------:|:--------:|
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- | 4.9338 | 1.0 | 516 | 4.6334 | 0.2419 |
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- | 4.4289 | 2.0 | 1032 | 4.1807 | 0.3705 |
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- | 4.0091 | 3.0 | 1548 | 3.7976 | 0.4233 |
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- | 3.6204 | 4.0 | 2064 | 3.4653 | 0.4605 |
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- | 3.3016 | 5.0 | 2580 | 3.1661 | 0.4853 |
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- | 2.9461 | 6.0 | 3096 | 2.8860 | 0.5116 |
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- | 2.651 | 7.0 | 3612 | 2.6191 | 0.5364 |
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- | 2.3543 | 8.0 | 4128 | 2.3968 | 0.5705 |
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- | 2.1144 | 9.0 | 4644 | 2.2081 | 0.5876 |
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- | 1.8619 | 10.0 | 5160 | 2.0411 | 0.6155 |
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- | 1.6753 | 11.0 | 5676 | 1.9087 | 0.6341 |
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- | 1.5021 | 12.0 | 6192 | 1.7768 | 0.6450 |
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- | 1.3211 | 13.0 | 6708 | 1.6798 | 0.6496 |
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- | 1.2212 | 14.0 | 7224 | 1.5833 | 0.6713 |
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- | 1.0822 | 15.0 | 7740 | 1.5114 | 0.6775 |
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- | 0.9733 | 16.0 | 8256 | 1.4570 | 0.6791 |
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- | 0.8303 | 17.0 | 8772 | 1.4036 | 0.6837 |
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- | 0.7682 | 18.0 | 9288 | 1.3366 | 0.6853 |
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- | 0.6874 | 19.0 | 9804 | 1.2662 | 0.7209 |
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- | 0.5934 | 20.0 | 10320 | 1.2100 | 0.7302 |
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- | 0.545 | 21.0 | 10836 | 1.2202 | 0.7349 |
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- | 0.4959 | 22.0 | 11352 | 1.1700 | 0.7364 |
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- | 0.4594 | 23.0 | 11868 | 1.1612 | 0.7318 |
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- | 0.3808 | 24.0 | 12384 | 1.1774 | 0.7411 |
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- | 0.3552 | 25.0 | 12900 | 1.1480 | 0.7457 |
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- | 0.3206 | 26.0 | 13416 | 1.1294 | 0.7488 |
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- | 0.3171 | 27.0 | 13932 | 1.0686 | 0.7705 |
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- | 0.2758 | 28.0 | 14448 | 1.0751 | 0.7504 |
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- | 0.2371 | 29.0 | 14964 | 1.0610 | 0.7690 |
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- | 0.2269 | 30.0 | 15480 | 1.1067 | 0.7519 |
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- | 0.2247 | 31.0 | 15996 | 1.2081 | 0.7302 |
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- | 0.1799 | 32.0 | 16512 | 1.0713 | 0.7659 |
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- | 0.1645 | 33.0 | 17028 | 1.0356 | 0.7659 |
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- | 0.1606 | 34.0 | 17544 | 1.0789 | 0.7674 |
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- | 0.1475 | 35.0 | 18060 | 1.1134 | 0.7659 |
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- | 0.1295 | 36.0 | 18576 | 1.0874 | 0.7705 |
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- | 0.1299 | 37.0 | 19092 | 1.1103 | 0.7674 |
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- | 0.1307 | 38.0 | 19608 | 1.1251 | 0.7612 |
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- | 0.143 | 39.0 | 20124 | 1.0824 | 0.7659 |
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- | 0.1097 | 40.0 | 20640 | 1.0976 | 0.7721 |
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- | 0.1202 | 41.0 | 21156 | 1.1358 | 0.7690 |
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- | 0.1082 | 42.0 | 21672 | 1.1267 | 0.7736 |
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- | 0.1125 | 43.0 | 22188 | 1.1821 | 0.7566 |
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- | 0.1058 | 44.0 | 22704 | 1.1835 | 0.7581 |
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- | 0.1114 | 45.0 | 23220 | 1.1915 | 0.7690 |
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- | 0.1039 | 46.0 | 23736 | 1.1257 | 0.7798 |
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- | 0.1053 | 47.0 | 24252 | 1.1888 | 0.7659 |
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- | 0.0892 | 48.0 | 24768 | 1.1937 | 0.7581 |
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- | 0.0922 | 49.0 | 25284 | 1.1700 | 0.7535 |
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- | 0.0886 | 50.0 | 25800 | 1.2209 | 0.7550 |
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- | 0.1035 | 51.0 | 26316 | 1.1346 | 0.7752 |
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- | 0.0773 | 52.0 | 26832 | 1.1353 | 0.7736 |
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- | 0.0978 | 53.0 | 27348 | 1.1758 | 0.7659 |
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- | 0.0794 | 54.0 | 27864 | 1.1657 | 0.7721 |
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- | 0.0881 | 55.0 | 28380 | 1.2570 | 0.7736 |
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- | 0.1023 | 56.0 | 28896 | 1.2164 | 0.7705 |
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- | 0.0973 | 57.0 | 29412 | 1.2006 | 0.7705 |
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- | 0.0698 | 58.0 | 29928 | 1.2254 | 0.7767 |
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- | 0.0881 | 59.0 | 30444 | 1.1769 | 0.7705 |
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- | 0.0717 | 60.0 | 30960 | 1.2841 | 0.7674 |
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- | 0.073 | 61.0 | 31476 | 1.3040 | 0.7628 |
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- | 0.0934 | 62.0 | 31992 | 1.2603 | 0.7643 |
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- | 0.0741 | 63.0 | 32508 | 1.2265 | 0.7736 |
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- | 0.0803 | 64.0 | 33024 | 1.2277 | 0.7721 |
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- | 0.077 | 65.0 | 33540 | 1.2662 | 0.7736 |
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- | 0.0742 | 66.0 | 34056 | 1.2760 | 0.7705 |
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- | 0.088 | 67.0 | 34572 | 1.2598 | 0.7628 |
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- | 0.0799 | 68.0 | 35088 | 1.2105 | 0.7705 |
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- | 0.0813 | 69.0 | 35604 | 1.2058 | 0.7690 |
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- | 0.0831 | 70.0 | 36120 | 1.2497 | 0.7659 |
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- | 0.0747 | 71.0 | 36636 | 1.2314 | 0.7845 |
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- | 0.062 | 72.0 | 37152 | 1.2269 | 0.7845 |
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- | 0.0846 | 73.0 | 37668 | 1.1898 | 0.7798 |
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- | 0.0868 | 74.0 | 38184 | 1.2106 | 0.7845 |
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- | 0.0755 | 75.0 | 38700 | 1.2921 | 0.7690 |
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- | 0.073 | 76.0 | 39216 | 1.2806 | 0.7612 |
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- | 0.068 | 77.0 | 39732 | 1.2839 | 0.7473 |
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- | 0.0708 | 78.0 | 40248 | 1.2673 | 0.7643 |
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- | 0.0637 | 79.0 | 40764 | 1.2388 | 0.7829 |
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- | 0.0568 | 80.0 | 41280 | 1.2742 | 0.7767 |
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- | 0.067 | 81.0 | 41796 | 1.2461 | 0.7752 |
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- | 0.0594 | 82.0 | 42312 | 1.2832 | 0.7659 |
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- | 0.0646 | 83.0 | 42828 | 1.2466 | 0.7845 |
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- | 0.0576 | 84.0 | 43344 | 1.2607 | 0.7721 |
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- | 0.0635 | 85.0 | 43860 | 1.3284 | 0.7628 |
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- | 0.0643 | 86.0 | 44376 | 1.3672 | 0.7721 |
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- | 0.0582 | 87.0 | 44892 | 1.3517 | 0.7767 |
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- | 0.0554 | 88.0 | 45408 | 1.3188 | 0.7783 |
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- | 0.0617 | 89.0 | 45924 | 1.2591 | 0.7814 |
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- | 0.057 | 90.0 | 46440 | 1.2613 | 0.7752 |
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- | 0.0488 | 91.0 | 46956 | 1.4158 | 0.7566 |
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- | 0.0603 | 92.0 | 47472 | 1.3438 | 0.7628 |
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- | 0.0571 | 93.0 | 47988 | 1.3719 | 0.7705 |
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- | 0.0661 | 94.0 | 48504 | 1.3090 | 0.7736 |
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- | 0.0672 | 95.0 | 49020 | 1.3096 | 0.7643 |
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- | 0.0564 | 96.0 | 49536 | 1.3695 | 0.7519 |
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- | 0.0524 | 97.0 | 50052 | 1.3011 | 0.7690 |
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- | 0.0399 | 98.0 | 50568 | 1.3154 | 0.7597 |
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- | 0.0534 | 99.0 | 51084 | 1.3238 | 0.7659 |
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- | 0.0652 | 100.0 | 51600 | 1.3220 | 0.7814 |
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- | 0.0428 | 101.0 | 52116 | 1.2623 | 0.7860 |
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- | 0.0577 | 102.0 | 52632 | 1.2469 | 0.7922 |
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- | 0.0413 | 103.0 | 53148 | 1.2491 | 0.7752 |
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- | 0.0503 | 104.0 | 53664 | 1.2952 | 0.7767 |
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- | 0.0515 | 105.0 | 54180 | 1.2964 | 0.7705 |
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- | 0.0414 | 106.0 | 54696 | 1.3241 | 0.7674 |
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- | 0.0438 | 107.0 | 55212 | 1.2905 | 0.7783 |
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- | 0.0431 | 108.0 | 55728 | 1.2899 | 0.7860 |
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- | 0.0452 | 109.0 | 56244 | 1.2899 | 0.7798 |
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- | 0.0405 | 110.0 | 56760 | 1.2496 | 0.7876 |
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- | 0.0496 | 111.0 | 57276 | 1.3159 | 0.7690 |
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- | 0.0496 | 112.0 | 57792 | 1.3165 | 0.7721 |
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- | 0.0533 | 113.0 | 58308 | 1.2816 | 0.7814 |
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- | 0.0454 | 114.0 | 58824 | 1.2498 | 0.7736 |
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- | 0.0441 | 115.0 | 59340 | 1.2898 | 0.7783 |
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- | 0.044 | 116.0 | 59856 | 1.2493 | 0.7922 |
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- | 0.0498 | 117.0 | 60372 | 1.3493 | 0.7829 |
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- | 0.0509 | 118.0 | 60888 | 1.3094 | 0.7922 |
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- | 0.0533 | 119.0 | 61404 | 1.2784 | 0.7907 |
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- | 0.0535 | 120.0 | 61920 | 1.2603 | 0.7845 |
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- | 0.0392 | 121.0 | 62436 | 1.2515 | 0.7907 |
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- | 0.0467 | 122.0 | 62952 | 1.2763 | 0.7814 |
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- | 0.043 | 123.0 | 63468 | 1.2477 | 0.7829 |
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- | 0.0345 | 124.0 | 63984 | 1.2610 | 0.7845 |
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- | 0.0427 | 125.0 | 64500 | 1.2648 | 0.7814 |
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- | 0.032 | 126.0 | 65016 | 1.2548 | 0.7876 |
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- | 0.0353 | 127.0 | 65532 | 1.2543 | 0.7907 |
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- | 0.0406 | 128.0 | 66048 | 1.2646 | 0.7721 |
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- | 0.0293 | 129.0 | 66564 | 1.2520 | 0.7798 |
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- | 0.043 | 130.0 | 67080 | 1.2718 | 0.7814 |
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- | 0.0311 | 131.0 | 67596 | 1.2778 | 0.7860 |
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- | 0.0386 | 132.0 | 68112 | 1.2395 | 0.8031 |
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- | 0.0315 | 133.0 | 68628 | 1.2368 | 0.7922 |
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- | 0.0357 | 134.0 | 69144 | 1.2201 | 0.8 |
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- | 0.0354 | 135.0 | 69660 | 1.2282 | 0.8 |
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- | 0.0362 | 136.0 | 70176 | 1.2256 | 0.7891 |
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- | 0.0341 | 137.0 | 70692 | 1.2199 | 0.7907 |
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- | 0.0361 | 138.0 | 71208 | 1.2042 | 0.7938 |
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- | 0.0371 | 139.0 | 71724 | 1.2185 | 0.7969 |
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- | 0.0299 | 140.0 | 72240 | 1.2147 | 0.7984 |
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- | 0.0341 | 141.0 | 72756 | 1.2029 | 0.8031 |
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- | 0.033 | 142.0 | 73272 | 1.2117 | 0.8016 |
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- | 0.0381 | 143.0 | 73788 | 1.2335 | 0.7938 |
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- | 0.0306 | 144.0 | 74304 | 1.2383 | 0.7922 |
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- | 0.0273 | 145.0 | 74820 | 1.2387 | 0.7938 |
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- | 0.0354 | 146.0 | 75336 | 1.2432 | 0.7922 |
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- | 0.0282 | 147.0 | 75852 | 1.2426 | 0.7891 |
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- | 0.0285 | 148.0 | 76368 | 1.2394 | 0.7922 |
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- | 0.024 | 149.0 | 76884 | 1.2376 | 0.7938 |
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- | 0.0342 | 150.0 | 77400 | 1.2375 | 0.7938 |
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  ### Framework versions
 
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  metrics:
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  - accuracy
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  model-index:
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+ - name: ebayes/tree_crown_model-test
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  results:
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  - task:
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  name: Image Classification
 
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  metrics:
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  - name: Accuracy
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  type: accuracy
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+ value: 0.8666666666666667
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
29
  should probably proofread and complete it, then remove this comment. -->
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+ # ebayes/tree_crown_model-test
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  This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the imagefolder dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.2294
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+ - Accuracy: 0.8667
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  ## Model description
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  ### Training results
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+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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+ |:-------------:|:-----:|:----:|:---------------:|:--------:|
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+ | No log | 1.0 | 13 | 1.8562 | 0.8667 |
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+ | No log | 2.0 | 26 | 1.4319 | 0.8667 |
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+ | No log | 3.0 | 39 | 1.1366 | 0.8667 |
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+ | No log | 4.0 | 52 | 0.9891 | 0.8667 |
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+ | No log | 5.0 | 65 | 0.8829 | 0.8667 |
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+ | No log | 6.0 | 78 | 0.8186 | 0.8667 |
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+ | No log | 7.0 | 91 | 0.7695 | 0.8667 |
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+ | No log | 8.0 | 104 | 0.7379 | 0.8667 |
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+ | No log | 9.0 | 117 | 0.7078 | 0.8667 |
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+ | No log | 10.0 | 130 | 0.6842 | 0.8667 |
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+ | No log | 11.0 | 143 | 0.6658 | 0.8667 |
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+ | No log | 12.0 | 156 | 0.6424 | 0.8667 |
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+ | No log | 13.0 | 169 | 0.6352 | 0.8667 |
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+ | No log | 14.0 | 182 | 0.6198 | 0.8667 |
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+ | No log | 15.0 | 195 | 0.5980 | 0.8667 |
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+ | No log | 16.0 | 208 | 0.5959 | 0.8667 |
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+ | No log | 17.0 | 221 | 0.5891 | 0.8667 |
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+ | No log | 18.0 | 234 | 0.5819 | 0.8667 |
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+ | No log | 19.0 | 247 | 0.5537 | 0.8667 |
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+ | No log | 20.0 | 260 | 0.5135 | 0.8667 |
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+ | No log | 21.0 | 273 | 0.5147 | 0.8667 |
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+ | No log | 22.0 | 286 | 0.4955 | 0.8667 |
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+ | No log | 23.0 | 299 | 0.4886 | 0.8667 |
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+ | No log | 24.0 | 312 | 0.4860 | 0.8667 |
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+ | No log | 25.0 | 325 | 0.4969 | 0.8667 |
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+ | No log | 26.0 | 338 | 0.4505 | 0.8667 |
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+ | No log | 27.0 | 351 | 0.4629 | 0.8667 |
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+ | No log | 28.0 | 364 | 0.4334 | 0.8667 |
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+ | No log | 29.0 | 377 | 0.4219 | 0.8667 |
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+ | No log | 30.0 | 390 | 0.4892 | 0.8667 |
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+ | No log | 31.0 | 403 | 0.4468 | 0.8667 |
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+ | No log | 32.0 | 416 | 0.4389 | 0.8667 |
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+ | No log | 33.0 | 429 | 0.4785 | 0.8667 |
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+ | No log | 34.0 | 442 | 0.3813 | 0.8667 |
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+ | No log | 35.0 | 455 | 0.4506 | 0.8667 |
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+ | No log | 36.0 | 468 | 0.3704 | 0.8667 |
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+ | No log | 37.0 | 481 | 0.3789 | 0.8667 |
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+ | No log | 38.0 | 494 | 0.3499 | 0.8667 |
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+ | 0.6838 | 39.0 | 507 | 0.3824 | 0.8667 |
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+ | 0.6838 | 40.0 | 520 | 0.3185 | 0.8667 |
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+ | 0.6838 | 41.0 | 533 | 0.3198 | 0.8667 |
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+ | 0.6838 | 42.0 | 546 | 0.3373 | 0.8667 |
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+ | 0.6838 | 43.0 | 559 | 0.4126 | 0.8667 |
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+ | 0.6838 | 44.0 | 572 | 0.3321 | 0.8667 |
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+ | 0.6838 | 45.0 | 585 | 0.3525 | 0.8667 |
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+ | 0.6838 | 46.0 | 598 | 0.3507 | 0.8667 |
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+ | 0.6838 | 47.0 | 611 | 0.3526 | 0.8667 |
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+ | 0.6838 | 48.0 | 624 | 0.3157 | 0.8667 |
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+ | 0.6838 | 49.0 | 637 | 0.3474 | 0.8667 |
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+ | 0.6838 | 50.0 | 650 | 0.3639 | 0.8667 |
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+ | 0.6838 | 51.0 | 663 | 0.3393 | 0.8667 |
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+ | 0.6838 | 52.0 | 676 | 0.3058 | 0.8667 |
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+ | 0.6838 | 53.0 | 689 | 0.2955 | 0.8667 |
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+ | 0.6838 | 54.0 | 702 | 0.3380 | 0.8667 |
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+ | 0.6838 | 55.0 | 715 | 0.3505 | 0.8667 |
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+ | 0.6838 | 56.0 | 728 | 0.3638 | 0.8667 |
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+ | 0.6838 | 57.0 | 741 | 0.3897 | 0.8667 |
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+ | 0.6838 | 58.0 | 754 | 0.3069 | 0.8667 |
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+ | 0.6838 | 59.0 | 767 | 0.3536 | 0.8667 |
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+ | 0.6838 | 60.0 | 780 | 0.3293 | 0.8667 |
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+ | 0.6838 | 61.0 | 793 | 0.3602 | 0.8667 |
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+ | 0.6838 | 62.0 | 806 | 0.3701 | 0.8667 |
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+ | 0.6838 | 63.0 | 819 | 0.3325 | 0.8667 |
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+ | 0.6838 | 64.0 | 832 | 0.3147 | 0.8667 |
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+ | 0.6838 | 65.0 | 845 | 0.3467 | 0.8667 |
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+ | 0.6838 | 66.0 | 858 | 0.3020 | 0.8667 |
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+ | 0.6838 | 67.0 | 871 | 0.2865 | 0.8667 |
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+ | 0.6838 | 68.0 | 884 | 0.3555 | 0.8667 |
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+ | 0.6838 | 69.0 | 897 | 0.2863 | 0.8667 |
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+ | 0.6838 | 70.0 | 910 | 0.2714 | 0.8667 |
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+ | 0.6838 | 71.0 | 923 | 0.2699 | 0.8667 |
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+ | 0.6838 | 72.0 | 936 | 0.3695 | 0.8667 |
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+ | 0.6838 | 73.0 | 949 | 0.3460 | 0.8667 |
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+ | 0.6838 | 74.0 | 962 | 0.2836 | 0.8667 |
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+ | 0.6838 | 75.0 | 975 | 0.2907 | 0.8667 |
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+ | 0.6838 | 76.0 | 988 | 0.2672 | 0.8667 |
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+ | 0.1819 | 77.0 | 1001 | 0.2686 | 0.8667 |
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+ | 0.1819 | 78.0 | 1014 | 0.2691 | 0.8667 |
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+ | 0.1819 | 79.0 | 1027 | 0.2309 | 0.8667 |
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+ | 0.1819 | 80.0 | 1040 | 0.2356 | 0.8667 |
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+ | 0.1819 | 81.0 | 1053 | 0.2653 | 0.8667 |
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+ | 0.1819 | 82.0 | 1066 | 0.2267 | 0.9333 |
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+ | 0.1819 | 83.0 | 1079 | 0.2833 | 0.8667 |
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+ | 0.1819 | 84.0 | 1092 | 0.2782 | 0.8667 |
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+ | 0.1819 | 85.0 | 1105 | 0.2770 | 0.8667 |
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+ | 0.1819 | 86.0 | 1118 | 0.2380 | 0.8667 |
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+ | 0.1819 | 87.0 | 1131 | 0.2455 | 0.8667 |
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+ | 0.1819 | 88.0 | 1144 | 0.2337 | 0.8667 |
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+ | 0.1819 | 89.0 | 1157 | 0.2485 | 0.8667 |
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+ | 0.1819 | 90.0 | 1170 | 0.2769 | 0.8667 |
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+ | 0.1819 | 91.0 | 1183 | 0.2688 | 0.8667 |
158
+ | 0.1819 | 92.0 | 1196 | 0.2047 | 0.9333 |
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+ | 0.1819 | 93.0 | 1209 | 0.2506 | 0.8667 |
160
+ | 0.1819 | 94.0 | 1222 | 0.2189 | 0.8667 |
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+ | 0.1819 | 95.0 | 1235 | 0.1928 | 0.9333 |
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+ | 0.1819 | 96.0 | 1248 | 0.1935 | 0.9333 |
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+ | 0.1819 | 97.0 | 1261 | 0.2265 | 0.8667 |
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+ | 0.1819 | 98.0 | 1274 | 0.2647 | 0.8667 |
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+ | 0.1819 | 99.0 | 1287 | 0.2564 | 0.8667 |
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+ | 0.1819 | 100.0 | 1300 | 0.2033 | 0.9333 |
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+ | 0.1819 | 101.0 | 1313 | 0.1861 | 0.9333 |
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+ | 0.1819 | 102.0 | 1326 | 0.1953 | 0.9333 |
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+ | 0.1819 | 103.0 | 1339 | 0.1993 | 0.9333 |
170
+ | 0.1819 | 104.0 | 1352 | 0.2109 | 0.8667 |
171
+ | 0.1819 | 105.0 | 1365 | 0.2116 | 0.8667 |
172
+ | 0.1819 | 106.0 | 1378 | 0.2165 | 0.8667 |
173
+ | 0.1819 | 107.0 | 1391 | 0.2042 | 0.9333 |
174
+ | 0.1819 | 108.0 | 1404 | 0.2081 | 0.9333 |
175
+ | 0.1819 | 109.0 | 1417 | 0.2612 | 0.8667 |
176
+ | 0.1819 | 110.0 | 1430 | 0.2352 | 0.8667 |
177
+ | 0.1819 | 111.0 | 1443 | 0.2458 | 0.8667 |
178
+ | 0.1819 | 112.0 | 1456 | 0.2728 | 0.8667 |
179
+ | 0.1819 | 113.0 | 1469 | 0.2241 | 0.8667 |
180
+ | 0.1819 | 114.0 | 1482 | 0.2162 | 0.8667 |
181
+ | 0.1819 | 115.0 | 1495 | 0.2198 | 0.8667 |
182
+ | 0.105 | 116.0 | 1508 | 0.1951 | 0.9333 |
183
+ | 0.105 | 117.0 | 1521 | 0.1968 | 0.9333 |
184
+ | 0.105 | 118.0 | 1534 | 0.1995 | 0.9333 |
185
+ | 0.105 | 119.0 | 1547 | 0.1925 | 0.9333 |
186
+ | 0.105 | 120.0 | 1560 | 0.1872 | 0.9333 |
187
+ | 0.105 | 121.0 | 1573 | 0.2028 | 0.9333 |
188
+ | 0.105 | 122.0 | 1586 | 0.2205 | 0.8667 |
189
+ | 0.105 | 123.0 | 1599 | 0.2209 | 0.8667 |
190
+ | 0.105 | 124.0 | 1612 | 0.2272 | 0.8667 |
191
+ | 0.105 | 125.0 | 1625 | 0.2396 | 0.8667 |
192
+ | 0.105 | 126.0 | 1638 | 0.2188 | 0.8667 |
193
+ | 0.105 | 127.0 | 1651 | 0.2010 | 0.9333 |
194
+ | 0.105 | 128.0 | 1664 | 0.1999 | 0.9333 |
195
+ | 0.105 | 129.0 | 1677 | 0.2084 | 0.8667 |
196
+ | 0.105 | 130.0 | 1690 | 0.2236 | 0.8667 |
197
+ | 0.105 | 131.0 | 1703 | 0.2257 | 0.8667 |
198
+ | 0.105 | 132.0 | 1716 | 0.2133 | 0.8667 |
199
+ | 0.105 | 133.0 | 1729 | 0.2132 | 0.8667 |
200
+ | 0.105 | 134.0 | 1742 | 0.2176 | 0.8667 |
201
+ | 0.105 | 135.0 | 1755 | 0.2296 | 0.8667 |
202
+ | 0.105 | 136.0 | 1768 | 0.2411 | 0.8667 |
203
+ | 0.105 | 137.0 | 1781 | 0.2644 | 0.8667 |
204
+ | 0.105 | 138.0 | 1794 | 0.2595 | 0.8667 |
205
+ | 0.105 | 139.0 | 1807 | 0.2290 | 0.8667 |
206
+ | 0.105 | 140.0 | 1820 | 0.2261 | 0.8667 |
207
+ | 0.105 | 141.0 | 1833 | 0.2233 | 0.8667 |
208
+ | 0.105 | 142.0 | 1846 | 0.2159 | 0.8667 |
209
+ | 0.105 | 143.0 | 1859 | 0.2161 | 0.8667 |
210
+ | 0.105 | 144.0 | 1872 | 0.2243 | 0.8667 |
211
+ | 0.105 | 145.0 | 1885 | 0.2308 | 0.8667 |
212
+ | 0.105 | 146.0 | 1898 | 0.2335 | 0.8667 |
213
+ | 0.105 | 147.0 | 1911 | 0.2334 | 0.8667 |
214
+ | 0.105 | 148.0 | 1924 | 0.2315 | 0.8667 |
215
+ | 0.105 | 149.0 | 1937 | 0.2301 | 0.8667 |
216
+ | 0.105 | 150.0 | 1950 | 0.2294 | 0.8667 |
217
 
218
 
219
  ### Framework versions
config.json CHANGED
@@ -9,379 +9,35 @@
9
  "hidden_dropout_prob": 0.0,
10
  "hidden_size": 768,
11
  "id2label": {
12
- "0": "Actinostachys_pennula",
13
- "1": "Adiantopsis_radiata",
14
- "2": "Adiantum_adiantoides",
15
- "3": "Adiantum_argutum",
16
- "4": "Adiantum_cajennense",
17
- "5": "Adiantum_decoratum",
18
- "6": "Adiantum_dolosum",
19
- "7": "Adiantum_fuliginosum",
20
- "8": "Adiantum_glaucescens",
21
- "9": "Adiantum_humile",
22
- "10": "Adiantum_leprieurii",
23
- "11": "Adiantum_lucidum",
24
- "12": "Adiantum_macrocladum",
25
- "13": "Adiantum_macrophyllum",
26
- "14": "Adiantum_nudum",
27
- "15": "Adiantum_obliquum",
28
- "16": "Adiantum_paraense",
29
- "17": "Adiantum_petiolatum",
30
- "18": "Adiantum_poeppigianum",
31
- "19": "Adiantum_pulverulentum",
32
- "20": "Adiantum_scalare",
33
- "21": "Adiantum_terminatum",
34
- "22": "Adiantum_tomentosum",
35
- "23": "Adiantum_tuomistoanum",
36
- "24": "Alsophila_cuspidata",
37
- "25": "Amblovenatum_opulentum",
38
- "26": "Ananthacorus_angustifolius",
39
- "27": "Asplenium_angustum",
40
- "28": "Asplenium_auritum",
41
- "29": "Asplenium_cirrhatum",
42
- "30": "Asplenium_claussenii",
43
- "31": "Asplenium_delitescens",
44
- "32": "Asplenium_hallii",
45
- "33": "Asplenium_juglandifolium",
46
- "34": "Asplenium_pearcei",
47
- "35": "Asplenium_serratum",
48
- "36": "Asplenium_stuebelianum",
49
- "37": "Bolbitis_semipinnatifida",
50
- "38": "Campyloneurum_angustifolium",
51
- "39": "Campyloneurum_aphanophlebium",
52
- "40": "Campyloneurum_fuscosquamatum",
53
- "41": "Campyloneurum_phyllitidis",
54
- "42": "Christella_dentata",
55
- "43": "Cnemidaria_ewanii",
56
- "44": "Ctenitis_refulgens",
57
- "45": "Cyathea_andina",
58
- "46": "Cyathea_bradei",
59
- "47": "Cyathea_lasiosora",
60
- "48": "Cyathea_leucolepismata",
61
- "49": "Cyathea_pungens",
62
- "50": "Cyathea_traillii",
63
- "51": "Cyclodium_guianense",
64
- "52": "Cyclodium_inerme",
65
- "53": "Cyclodium_meniscioides",
66
- "54": "Cyclodium_trianae",
67
- "55": "Cyclopeltis_semicordata",
68
- "56": "Danaea_acuminata",
69
- "57": "Danaea_bipinnata",
70
- "58": "Danaea_cartilaginea",
71
- "59": "Danaea_kessleri",
72
- "60": "Danaea_lanceolata",
73
- "61": "Danaea_leprieurii",
74
- "62": "Danaea_nigrescens",
75
- "63": "Danaea_opaca",
76
- "64": "Danaea_simplicifolia",
77
- "65": "Danaea_trifoliata",
78
- "66": "Dennstaedtia_obtusifolia",
79
- "67": "Didymochlaena_truncatula",
80
- "68": "Diplazium_grandifolium",
81
- "69": "Dracoglossum_sinuatum",
82
- "70": "Elaphoglossum_glabellum",
83
- "71": "Elaphoglossum_luridum",
84
- "72": "Elaphoglossum_obovatum",
85
- "73": "Elaphoglossum_raywaense",
86
- "74": "Goniopteris_abrupta",
87
- "75": "Goniopteris_biformata",
88
- "76": "Goniopteris_juruensis",
89
- "77": "Hypoderris_brauniana",
90
- "78": "Lastreopsis_effusa",
91
- "79": "Lindsaea_digitata",
92
- "80": "Lindsaea_divaricata",
93
- "81": "Lindsaea_dubia",
94
- "82": "Lindsaea_falcata",
95
- "83": "Lindsaea_guianensis",
96
- "84": "Lindsaea_hemiglossa",
97
- "85": "Lindsaea_lancea",
98
- "86": "Lindsaea_pallida",
99
- "87": "Lindsaea_portoricensis",
100
- "88": "Lindsaea_schomburgkii",
101
- "89": "Lindsaea_stricta",
102
- "90": "Lindsaea_taeniata",
103
- "91": "Lindsaea_tetraptera",
104
- "92": "Lindsaea_ulei",
105
- "93": "Lomariopsis_fendleri",
106
- "94": "Lomariopsis_japurensis",
107
- "95": "Lomariopsis_latipinna",
108
- "96": "Lomariopsis_nigropaleata",
109
- "97": "Lomariopsis_prieuriana",
110
- "98": "Lygodium_volubile",
111
- "99": "Meniscium_macrophyllum",
112
- "100": "Metaxya_lanosa",
113
- "101": "Metaxya_parkeri",
114
- "102": "Metaxya_rostrata",
115
- "103": "Metaxya_scalaris",
116
- "104": "Mickelia_guianensis",
117
- "105": "Mickelia_lindigii",
118
- "106": "Mickelia_nicotianifolia",
119
- "107": "Mickelia_oligarchica",
120
- "108": "Microgramma_dictyophylla",
121
- "109": "Microgramma_megalophylla",
122
- "110": "Microgramma_percussa",
123
- "111": "Microgramma_reptans",
124
- "112": "Microgramma_thurnii",
125
- "113": "Micropolypodium_nanum",
126
- "114": "Nephrolepis_biserrata",
127
- "115": "Nephrolepis_rivularis",
128
- "116": "Pecluma_hygrometrica",
129
- "117": "Pecluma_pectinata",
130
- "118": "Pecluma_plumula",
131
- "119": "Phlebodium_decumanum",
132
- "120": "Pityrogramma_calomelanos",
133
- "121": "Pleopeltis_bombycina",
134
- "122": "Pleopeltis_desvauxii",
135
- "123": "Polybotrya_caudata",
136
- "124": "Polybotrya_crassirhizoma",
137
- "125": "Polybotrya_fractiserialis",
138
- "126": "Polybotrya_glandulosa",
139
- "127": "Polybotrya_pubens",
140
- "128": "Polybotrya_sessilisora",
141
- "129": "Polytaenium_cajenense",
142
- "130": "Polytaenium_citrifolium",
143
- "131": "Polytaenium_guayanense",
144
- "132": "Pteridium_arachnoideum",
145
- "133": "Pteris_altissima",
146
- "134": "Pteris_propinqua",
147
- "135": "Pteris_pungens",
148
- "136": "Pteris_tripartita",
149
- "137": "Saccoloma_elegans",
150
- "138": "Saccoloma_inaequale",
151
- "139": "Salpichlaena_hookeriana",
152
- "140": "Salpichlaena_hybrida",
153
- "141": "Salpichlaena_papyrus",
154
- "142": "Salpichlaena_volubilis",
155
- "143": "Schizaea_elegans",
156
- "144": "Selaginella_anceps",
157
- "145": "Selaginella_breynii",
158
- "146": "Selaginella_conduplicata",
159
- "147": "Selaginella_exaltata",
160
- "148": "Selaginella_flagellata",
161
- "149": "Selaginella_haematodes",
162
- "150": "Selaginella_lechleri",
163
- "151": "Selaginella_palmiformis",
164
- "152": "Selaginella_parkeri",
165
- "153": "Selaginella_pedata",
166
- "154": "Selaginella_producta",
167
- "155": "Selaginella_revoluta",
168
- "156": "Serpocaulon_adnatum",
169
- "157": "Serpocaulon_caceresii",
170
- "158": "Serpocaulon_dasypleuron",
171
- "159": "Steiropteris_leprieurii",
172
- "160": "Steiropteris_pennellii",
173
- "161": "Tectaria_pilosa",
174
- "162": "Tectaria_pubens",
175
- "163": "Tectaria_vivipara",
176
- "164": "Trichomanes_accedens",
177
- "165": "Trichomanes_ankersii",
178
- "166": "Trichomanes_arbuscula",
179
- "167": "Trichomanes_bicorne",
180
- "168": "Trichomanes_botryoides",
181
- "169": "Trichomanes_collariatum",
182
- "170": "Trichomanes_diversifrons",
183
- "171": "Trichomanes_elegans",
184
- "172": "Trichomanes_hostmannianum",
185
- "173": "Trichomanes_humboldtii",
186
- "174": "Trichomanes_martiusii",
187
- "175": "Trichomanes_pinnatum",
188
- "176": "Trichomanes_polypodioides",
189
- "177": "Trichomanes_spruceanum",
190
- "178": "Trichomanes_trollii",
191
- "179": "Trichomanes_tuerckheimii",
192
- "180": "Trichomanes_vittaria",
193
- "181": "Triplophyllum_dicksonioides",
194
- "182": "Triplophyllum_funestum",
195
- "183": "Triplophyllum_hirsutum"
196
  },
197
  "image_size": 224,
198
  "initializer_range": 0.02,
199
  "intermediate_size": 3072,
200
  "label2id": {
201
- "Actinostachys_pennula": 0,
202
- "Adiantopsis_radiata": 1,
203
- "Adiantum_adiantoides": 2,
204
- "Adiantum_argutum": 3,
205
- "Adiantum_cajennense": 4,
206
- "Adiantum_decoratum": 5,
207
- "Adiantum_dolosum": 6,
208
- "Adiantum_fuliginosum": 7,
209
- "Adiantum_glaucescens": 8,
210
- "Adiantum_humile": 9,
211
- "Adiantum_leprieurii": 10,
212
- "Adiantum_lucidum": 11,
213
- "Adiantum_macrocladum": 12,
214
- "Adiantum_macrophyllum": 13,
215
- "Adiantum_nudum": 14,
216
- "Adiantum_obliquum": 15,
217
- "Adiantum_paraense": 16,
218
- "Adiantum_petiolatum": 17,
219
- "Adiantum_poeppigianum": 18,
220
- "Adiantum_pulverulentum": 19,
221
- "Adiantum_scalare": 20,
222
- "Adiantum_terminatum": 21,
223
- "Adiantum_tomentosum": 22,
224
- "Adiantum_tuomistoanum": 23,
225
- "Alsophila_cuspidata": 24,
226
- "Amblovenatum_opulentum": 25,
227
- "Ananthacorus_angustifolius": 26,
228
- "Asplenium_angustum": 27,
229
- "Asplenium_auritum": 28,
230
- "Asplenium_cirrhatum": 29,
231
- "Asplenium_claussenii": 30,
232
- "Asplenium_delitescens": 31,
233
- "Asplenium_hallii": 32,
234
- "Asplenium_juglandifolium": 33,
235
- "Asplenium_pearcei": 34,
236
- "Asplenium_serratum": 35,
237
- "Asplenium_stuebelianum": 36,
238
- "Bolbitis_semipinnatifida": 37,
239
- "Campyloneurum_angustifolium": 38,
240
- "Campyloneurum_aphanophlebium": 39,
241
- "Campyloneurum_fuscosquamatum": 40,
242
- "Campyloneurum_phyllitidis": 41,
243
- "Christella_dentata": 42,
244
- "Cnemidaria_ewanii": 43,
245
- "Ctenitis_refulgens": 44,
246
- "Cyathea_andina": 45,
247
- "Cyathea_bradei": 46,
248
- "Cyathea_lasiosora": 47,
249
- "Cyathea_leucolepismata": 48,
250
- "Cyathea_pungens": 49,
251
- "Cyathea_traillii": 50,
252
- "Cyclodium_guianense": 51,
253
- "Cyclodium_inerme": 52,
254
- "Cyclodium_meniscioides": 53,
255
- "Cyclodium_trianae": 54,
256
- "Cyclopeltis_semicordata": 55,
257
- "Danaea_acuminata": 56,
258
- "Danaea_bipinnata": 57,
259
- "Danaea_cartilaginea": 58,
260
- "Danaea_kessleri": 59,
261
- "Danaea_lanceolata": 60,
262
- "Danaea_leprieurii": 61,
263
- "Danaea_nigrescens": 62,
264
- "Danaea_opaca": 63,
265
- "Danaea_simplicifolia": 64,
266
- "Danaea_trifoliata": 65,
267
- "Dennstaedtia_obtusifolia": 66,
268
- "Didymochlaena_truncatula": 67,
269
- "Diplazium_grandifolium": 68,
270
- "Dracoglossum_sinuatum": 69,
271
- "Elaphoglossum_glabellum": 70,
272
- "Elaphoglossum_luridum": 71,
273
- "Elaphoglossum_obovatum": 72,
274
- "Elaphoglossum_raywaense": 73,
275
- "Goniopteris_abrupta": 74,
276
- "Goniopteris_biformata": 75,
277
- "Goniopteris_juruensis": 76,
278
- "Hypoderris_brauniana": 77,
279
- "Lastreopsis_effusa": 78,
280
- "Lindsaea_digitata": 79,
281
- "Lindsaea_divaricata": 80,
282
- "Lindsaea_dubia": 81,
283
- "Lindsaea_falcata": 82,
284
- "Lindsaea_guianensis": 83,
285
- "Lindsaea_hemiglossa": 84,
286
- "Lindsaea_lancea": 85,
287
- "Lindsaea_pallida": 86,
288
- "Lindsaea_portoricensis": 87,
289
- "Lindsaea_schomburgkii": 88,
290
- "Lindsaea_stricta": 89,
291
- "Lindsaea_taeniata": 90,
292
- "Lindsaea_tetraptera": 91,
293
- "Lindsaea_ulei": 92,
294
- "Lomariopsis_fendleri": 93,
295
- "Lomariopsis_japurensis": 94,
296
- "Lomariopsis_latipinna": 95,
297
- "Lomariopsis_nigropaleata": 96,
298
- "Lomariopsis_prieuriana": 97,
299
- "Lygodium_volubile": 98,
300
- "Meniscium_macrophyllum": 99,
301
- "Metaxya_lanosa": 100,
302
- "Metaxya_parkeri": 101,
303
- "Metaxya_rostrata": 102,
304
- "Metaxya_scalaris": 103,
305
- "Mickelia_guianensis": 104,
306
- "Mickelia_lindigii": 105,
307
- "Mickelia_nicotianifolia": 106,
308
- "Mickelia_oligarchica": 107,
309
- "Microgramma_dictyophylla": 108,
310
- "Microgramma_megalophylla": 109,
311
- "Microgramma_percussa": 110,
312
- "Microgramma_reptans": 111,
313
- "Microgramma_thurnii": 112,
314
- "Micropolypodium_nanum": 113,
315
- "Nephrolepis_biserrata": 114,
316
- "Nephrolepis_rivularis": 115,
317
- "Pecluma_hygrometrica": 116,
318
- "Pecluma_pectinata": 117,
319
- "Pecluma_plumula": 118,
320
- "Phlebodium_decumanum": 119,
321
- "Pityrogramma_calomelanos": 120,
322
- "Pleopeltis_bombycina": 121,
323
- "Pleopeltis_desvauxii": 122,
324
- "Polybotrya_caudata": 123,
325
- "Polybotrya_crassirhizoma": 124,
326
- "Polybotrya_fractiserialis": 125,
327
- "Polybotrya_glandulosa": 126,
328
- "Polybotrya_pubens": 127,
329
- "Polybotrya_sessilisora": 128,
330
- "Polytaenium_cajenense": 129,
331
- "Polytaenium_citrifolium": 130,
332
- "Polytaenium_guayanense": 131,
333
- "Pteridium_arachnoideum": 132,
334
- "Pteris_altissima": 133,
335
- "Pteris_propinqua": 134,
336
- "Pteris_pungens": 135,
337
- "Pteris_tripartita": 136,
338
- "Saccoloma_elegans": 137,
339
- "Saccoloma_inaequale": 138,
340
- "Salpichlaena_hookeriana": 139,
341
- "Salpichlaena_hybrida": 140,
342
- "Salpichlaena_papyrus": 141,
343
- "Salpichlaena_volubilis": 142,
344
- "Schizaea_elegans": 143,
345
- "Selaginella_anceps": 144,
346
- "Selaginella_breynii": 145,
347
- "Selaginella_conduplicata": 146,
348
- "Selaginella_exaltata": 147,
349
- "Selaginella_flagellata": 148,
350
- "Selaginella_haematodes": 149,
351
- "Selaginella_lechleri": 150,
352
- "Selaginella_palmiformis": 151,
353
- "Selaginella_parkeri": 152,
354
- "Selaginella_pedata": 153,
355
- "Selaginella_producta": 154,
356
- "Selaginella_revoluta": 155,
357
- "Serpocaulon_adnatum": 156,
358
- "Serpocaulon_caceresii": 157,
359
- "Serpocaulon_dasypleuron": 158,
360
- "Steiropteris_leprieurii": 159,
361
- "Steiropteris_pennellii": 160,
362
- "Tectaria_pilosa": 161,
363
- "Tectaria_pubens": 162,
364
- "Tectaria_vivipara": 163,
365
- "Trichomanes_accedens": 164,
366
- "Trichomanes_ankersii": 165,
367
- "Trichomanes_arbuscula": 166,
368
- "Trichomanes_bicorne": 167,
369
- "Trichomanes_botryoides": 168,
370
- "Trichomanes_collariatum": 169,
371
- "Trichomanes_diversifrons": 170,
372
- "Trichomanes_elegans": 171,
373
- "Trichomanes_hostmannianum": 172,
374
- "Trichomanes_humboldtii": 173,
375
- "Trichomanes_martiusii": 174,
376
- "Trichomanes_pinnatum": 175,
377
- "Trichomanes_polypodioides": 176,
378
- "Trichomanes_spruceanum": 177,
379
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