arslanafzal
commited on
Commit
•
17bd480
1
Parent(s):
37d6303
bird_transformer_100_0.73
Browse files- README.md +174 -0
- config.json +1027 -0
- preprocessor_config.json +22 -0
- pytorch_model.bin +3 -0
- training_args.bin +3 -0
README.md
ADDED
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1 |
+
---
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+
license: apache-2.0
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+
base_model: google/vit-base-patch16-224-in21k
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+
tags:
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+
- generated_from_trainer
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+
datasets:
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+
- imagefolder
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+
metrics:
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+
- accuracy
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+
model-index:
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+
- name: birds_transform_full
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+
results:
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+
- task:
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name: Image Classification
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type: image-classification
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dataset:
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name: imagefolder
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type: imagefolder
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config: default
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split: validation
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args: default
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.7303427419354839
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+
---
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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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+
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+
# birds_transform_full
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+
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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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+
- Accuracy: 0.7303
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+
- Loss: 1.4588
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+
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+
## Model description
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+
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+
More information needed
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+
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+
## Intended uses & limitations
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+
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More information needed
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+
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## Training and evaluation data
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+
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+
More information needed
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+
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+
## Training procedure
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+
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+
### Training hyperparameters
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+
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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+
- train_batch_size: 16
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- eval_batch_size: 8
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 100
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### Training results
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| Training Loss | Epoch | Step | Accuracy | Validation Loss |
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|:-------------:|:-----:|:------:|:--------:|:---------------:|
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| 5.6427 | 1.0 | 1984 | 0.4519 | 5.2504 |
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| 4.6563 | 2.0 | 3968 | 0.5068 | 4.2749 |
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| 3.6656 | 3.0 | 5952 | 0.5454 | 3.3311 |
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| 2.7653 | 4.0 | 7936 | 0.5748 | 2.5181 |
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| 2.0465 | 5.0 | 9920 | 0.6300 | 1.9205 |
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| 1.5876 | 6.0 | 11904 | 0.6593 | 1.5696 |
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| 1.3174 | 7.0 | 13888 | 0.6870 | 1.3831 |
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| 1.1279 | 8.0 | 15872 | 0.7064 | 1.2516 |
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| 1.0051 | 9.0 | 17856 | 0.7067 | 1.1999 |
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| 0.9318 | 10.0 | 19840 | 0.7077 | 1.1631 |
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| 0.8294 | 11.0 | 21824 | 0.7089 | 1.1444 |
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| 0.7976 | 12.0 | 23808 | 0.7175 | 1.1156 |
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| 0.7084 | 13.0 | 25792 | 0.7218 | 1.1209 |
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| 0.6752 | 14.0 | 27776 | 0.7198 | 1.1032 |
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| 0.6641 | 15.0 | 29760 | 0.7198 | 1.1192 |
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| 0.6083 | 16.0 | 31744 | 0.7268 | 1.1044 |
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| 0.5703 | 17.0 | 33728 | 0.7248 | 1.1287 |
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| 0.5376 | 18.0 | 35712 | 0.7286 | 1.1115 |
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| 0.5073 | 19.0 | 37696 | 0.7218 | 1.1429 |
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| 0.5072 | 20.0 | 39680 | 0.7208 | 1.1519 |
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| 0.4945 | 21.0 | 41664 | 0.7228 | 1.1636 |
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| 0.4651 | 22.0 | 43648 | 0.7213 | 1.1771 |
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| 0.4408 | 23.0 | 45632 | 0.7233 | 1.1650 |
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| 0.4222 | 24.0 | 47616 | 0.7157 | 1.1841 |
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| 0.409 | 25.0 | 49600 | 0.7145 | 1.2150 |
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| 0.403 | 26.0 | 51584 | 0.7152 | 1.2203 |
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| 0.3813 | 27.0 | 53568 | 0.7238 | 1.2064 |
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| 0.3756 | 28.0 | 55552 | 0.7177 | 1.2526 |
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| 0.365 | 29.0 | 57536 | 0.7208 | 1.2670 |
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| 0.3729 | 30.0 | 59520 | 0.7180 | 1.2659 |
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| 0.36 | 31.0 | 61504 | 0.7127 | 1.2545 |
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| 0.3596 | 32.0 | 63488 | 0.7182 | 1.2728 |
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| 0.3606 | 33.0 | 65472 | 0.7180 | 1.2886 |
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| 0.325 | 34.0 | 67456 | 0.7157 | 1.2929 |
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| 0.329 | 35.0 | 69440 | 0.7205 | 1.3074 |
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| 0.3431 | 36.0 | 71424 | 0.7185 | 1.3122 |
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| 0.3206 | 37.0 | 73408 | 0.7233 | 1.2993 |
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| 0.3137 | 38.0 | 75392 | 0.7220 | 1.3206 |
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| 0.3265 | 39.0 | 77376 | 0.7180 | 1.3246 |
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| 0.3332 | 40.0 | 79360 | 0.7240 | 1.3163 |
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| 0.3193 | 41.0 | 81344 | 0.7288 | 1.3259 |
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| 0.3242 | 42.0 | 83328 | 0.7215 | 1.3320 |
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| 0.2976 | 43.0 | 85312 | 0.7213 | 1.3283 |
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| 0.3191 | 44.0 | 87296 | 0.7195 | 1.3453 |
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| 0.3067 | 45.0 | 89280 | 0.7243 | 1.3550 |
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| 0.2994 | 46.0 | 91264 | 0.7240 | 1.3324 |
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| 0.3072 | 47.0 | 93248 | 0.7263 | 1.3412 |
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| 0.2932 | 48.0 | 95232 | 0.7245 | 1.3345 |
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| 0.2919 | 49.0 | 97216 | 0.7266 | 1.3759 |
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| 0.2922 | 50.0 | 99200 | 0.7225 | 1.3873 |
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| 0.304 | 51.0 | 101184 | 0.7235 | 1.3631 |
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| 0.2898 | 52.0 | 103168 | 0.7205 | 1.3819 |
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| 0.2773 | 53.0 | 105152 | 0.7251 | 1.3827 |
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| 0.2756 | 54.0 | 107136 | 0.7228 | 1.3770 |
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| 0.2789 | 55.0 | 109120 | 0.7248 | 1.3822 |
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| 0.261 | 56.0 | 111104 | 0.7263 | 1.3878 |
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| 0.2593 | 57.0 | 113088 | 0.7240 | 1.3955 |
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| 0.2801 | 58.0 | 115072 | 0.7256 | 1.3659 |
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| 0.2632 | 59.0 | 117056 | 0.7301 | 1.3719 |
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| 0.2811 | 60.0 | 119040 | 0.7321 | 1.3775 |
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| 0.2267 | 61.0 | 121024 | 0.7256 | 1.3689 |
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| 0.2676 | 62.0 | 123008 | 0.7245 | 1.4069 |
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| 0.2523 | 63.0 | 124992 | 0.7230 | 1.4166 |
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| 0.2622 | 64.0 | 126976 | 0.7296 | 1.4018 |
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| 0.2467 | 65.0 | 128960 | 0.7256 | 1.4287 |
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| 0.2504 | 66.0 | 130944 | 0.7314 | 1.4019 |
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| 0.2468 | 67.0 | 132928 | 0.7303 | 1.4058 |
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| 0.2098 | 68.0 | 134912 | 0.7308 | 1.4093 |
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| 0.2382 | 69.0 | 136896 | 0.7293 | 1.4206 |
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| 0.2304 | 70.0 | 138880 | 0.7301 | 1.4078 |
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| 0.251 | 71.0 | 140864 | 0.7251 | 1.4275 |
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| 0.237 | 72.0 | 142848 | 0.7288 | 1.4283 |
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| 0.2485 | 73.0 | 144832 | 0.7281 | 1.4338 |
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| 0.2229 | 74.0 | 146816 | 0.7253 | 1.4386 |
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| 0.2472 | 75.0 | 148800 | 0.7210 | 1.4440 |
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| 0.2149 | 76.0 | 150784 | 0.7230 | 1.4319 |
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| 0.2337 | 77.0 | 152768 | 0.7261 | 1.4422 |
|
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| 0.2063 | 78.0 | 154752 | 0.7268 | 1.4456 |
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| 0.216 | 79.0 | 156736 | 0.7218 | 1.4426 |
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| 0.2249 | 80.0 | 158720 | 0.7198 | 1.4533 |
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| 0.2148 | 81.0 | 160704 | 0.7230 | 1.4480 |
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| 0.2321 | 82.0 | 162688 | 0.7273 | 1.4416 |
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| 0.2306 | 83.0 | 164672 | 0.7286 | 1.4392 |
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| 0.213 | 84.0 | 166656 | 0.7263 | 1.4609 |
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| 0.2202 | 85.0 | 168640 | 0.7266 | 1.4590 |
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| 0.206 | 86.0 | 170624 | 0.7245 | 1.4638 |
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| 0.1987 | 87.0 | 172608 | 0.7251 | 1.4626 |
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| 0.2181 | 88.0 | 174592 | 0.7261 | 1.4615 |
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| 0.2076 | 89.0 | 176576 | 0.7253 | 1.4665 |
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| 0.1999 | 90.0 | 178560 | 0.7251 | 1.4569 |
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| 0.2287 | 91.0 | 180544 | 0.7266 | 1.4591 |
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| 0.1985 | 92.0 | 182528 | 0.7263 | 1.4508 |
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| 0.2166 | 93.0 | 184512 | 0.7266 | 1.4621 |
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| 0.1943 | 94.0 | 186496 | 0.7276 | 1.4649 |
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| 0.2189 | 95.0 | 188480 | 0.7293 | 1.4555 |
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| 0.1911 | 96.0 | 190464 | 0.7306 | 1.4565 |
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| 0.1954 | 97.0 | 192448 | 0.7271 | 1.4624 |
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| 0.2053 | 98.0 | 194432 | 0.7286 | 1.4603 |
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| 0.2067 | 99.0 | 196416 | 0.7306 | 1.4589 |
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| 0.1917 | 100.0 | 198400 | 0.7303 | 1.4588 |
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### Framework versions
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- Transformers 4.34.0
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- Pytorch 2.1.0+cu121
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- Datasets 2.14.5
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- Tokenizers 0.14.1
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config.json
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|
1 |
+
{
|
2 |
+
"_name_or_path": "google/vit-base-patch16-224-in21k",
|
3 |
+
"architectures": [
|
4 |
+
"ViTForImageClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.0,
|
7 |
+
"encoder_stride": 16,
|
8 |
+
"hidden_act": "gelu",
|
9 |
+
"hidden_dropout_prob": 0.0,
|
10 |
+
"hidden_size": 768,
|
11 |
+
"id2label": {
|
12 |
+
"0": "Acadian_Flycatcher",
|
13 |
+
"1": "Acorn_Woodpecker",
|
14 |
+
"2": "Alder_Flycatcher",
|
15 |
+
"3": "Allens_Hummingbird",
|
16 |
+
"4": "Altamira_Oriole",
|
17 |
+
"5": "American_Avocet",
|
18 |
+
"6": "American_Bittern",
|
19 |
+
"7": "American_Black_Duck",
|
20 |
+
"8": "American_Coot",
|
21 |
+
"9": "American_Crow",
|
22 |
+
"10": "American_Dipper",
|
23 |
+
"11": "American_Golden_Plover",
|
24 |
+
"12": "American_Goldfinch",
|
25 |
+
"13": "American_Kestrel",
|
26 |
+
"14": "American_Oystercatcher",
|
27 |
+
"15": "American_Pipit",
|
28 |
+
"16": "American_Redstart",
|
29 |
+
"17": "American_Robin",
|
30 |
+
"18": "American_Three_toed_Woodpecker",
|
31 |
+
"19": "American_Tree_Sparrow",
|
32 |
+
"20": "American_White_Pelican",
|
33 |
+
"21": "American_Wigeon",
|
34 |
+
"22": "American_Woodcock",
|
35 |
+
"23": "Anhinga",
|
36 |
+
"24": "Annas_Hummingbird",
|
37 |
+
"25": "Arctic_Tern",
|
38 |
+
"26": "Ash_throated_Flycatcher",
|
39 |
+
"27": "Audubons_Oriole",
|
40 |
+
"28": "Bairds_Sandpiper",
|
41 |
+
"29": "Bald_Eagle",
|
42 |
+
"30": "Baltimore_Oriole",
|
43 |
+
"31": "Band_tailed_Pigeon",
|
44 |
+
"32": "Barn_Swallow",
|
45 |
+
"33": "Barred_Owl",
|
46 |
+
"34": "Barrows_Goldeneye",
|
47 |
+
"35": "Bay_breasted_Warbler",
|
48 |
+
"36": "Bells_Vireo",
|
49 |
+
"37": "Belted_Kingfisher",
|
50 |
+
"38": "Bewicks_Wren",
|
51 |
+
"39": "Black_Guillemot",
|
52 |
+
"40": "Black_Oystercatcher",
|
53 |
+
"41": "Black_Phoebe",
|
54 |
+
"42": "Black_Rosy_Finch",
|
55 |
+
"43": "Black_Scoter",
|
56 |
+
"44": "Black_Skimmer",
|
57 |
+
"45": "Black_Tern",
|
58 |
+
"46": "Black_Turnstone",
|
59 |
+
"47": "Black_Vulture",
|
60 |
+
"48": "Black_and_white_Warbler",
|
61 |
+
"49": "Black_backed_Woodpecker",
|
62 |
+
"50": "Black_bellied_Plover",
|
63 |
+
"51": "Black_billed_Cuckoo",
|
64 |
+
"52": "Black_billed_Magpie",
|
65 |
+
"53": "Black_capped_Chickadee",
|
66 |
+
"54": "Black_chinned_Hummingbird",
|
67 |
+
"55": "Black_chinned_Sparrow",
|
68 |
+
"56": "Black_crested_Titmouse",
|
69 |
+
"57": "Black_crowned_Night_Heron",
|
70 |
+
"58": "Black_headed_Grosbeak",
|
71 |
+
"59": "Black_legged_Kittiwake",
|
72 |
+
"60": "Black_necked_Stilt",
|
73 |
+
"61": "Black_throated_Blue_Warbler",
|
74 |
+
"62": "Black_throated_Gray_Warbler",
|
75 |
+
"63": "Black_throated_Green_Warbler",
|
76 |
+
"64": "Black_throated_Sparrow",
|
77 |
+
"65": "Blackburnian_Warbler",
|
78 |
+
"66": "Blackpoll_Warbler",
|
79 |
+
"67": "Blue_Grosbeak",
|
80 |
+
"68": "Blue_Jay",
|
81 |
+
"69": "Blue_gray_Gnatcatcher",
|
82 |
+
"70": "Blue_headed_Vireo",
|
83 |
+
"71": "Blue_winged_Teal",
|
84 |
+
"72": "Blue_winged_Warbler",
|
85 |
+
"73": "Boat_tailed_Grackle",
|
86 |
+
"74": "Bobolink",
|
87 |
+
"75": "Bohemian_Waxwing",
|
88 |
+
"76": "Bonapartes_Gull",
|
89 |
+
"77": "Boreal_Chickadee",
|
90 |
+
"78": "Brandts_Cormorant",
|
91 |
+
"79": "Brant",
|
92 |
+
"80": "Brewers_Blackbird",
|
93 |
+
"81": "Brewers_Sparrow",
|
94 |
+
"82": "Bridled_Titmouse",
|
95 |
+
"83": "Broad_billed_Hummingbird",
|
96 |
+
"84": "Broad_tailed_Hummingbird",
|
97 |
+
"85": "Broad_winged_Hawk",
|
98 |
+
"86": "Bronzed_Cowbird",
|
99 |
+
"87": "Brown_Creeper",
|
100 |
+
"88": "Brown_Pelican",
|
101 |
+
"89": "Brown_Thrasher",
|
102 |
+
"90": "Brown_capped_Rosy_Finch",
|
103 |
+
"91": "Brown_crested_Flycatcher",
|
104 |
+
"92": "Brown_headed_Cowbird",
|
105 |
+
"93": "Brown_headed_Nuthatch",
|
106 |
+
"94": "Bufflehead",
|
107 |
+
"95": "Bullocks_Oriole",
|
108 |
+
"96": "Burrowing_Owl",
|
109 |
+
"97": "Bushtit",
|
110 |
+
"98": "Cackling_Goose",
|
111 |
+
"99": "Cactus_Wren",
|
112 |
+
"100": "California_Gull",
|
113 |
+
"101": "California_Quail",
|
114 |
+
"102": "California_Thrasher",
|
115 |
+
"103": "California_Towhee",
|
116 |
+
"104": "Calliope_Hummingbird",
|
117 |
+
"105": "Canada_Goose",
|
118 |
+
"106": "Canada_Warbler",
|
119 |
+
"107": "Canvasback",
|
120 |
+
"108": "Canyon_Towhee",
|
121 |
+
"109": "Canyon_Wren",
|
122 |
+
"110": "Cape_May_Warbler",
|
123 |
+
"111": "Carolina_Chickadee",
|
124 |
+
"112": "Carolina_Wren",
|
125 |
+
"113": "Caspian_Tern",
|
126 |
+
"114": "Cassins_Finch",
|
127 |
+
"115": "Cassins_Kingbird",
|
128 |
+
"116": "Cassins_Sparrow",
|
129 |
+
"117": "Cassins_Vireo",
|
130 |
+
"118": "Cattle_Egret",
|
131 |
+
"119": "Cave_Swallow",
|
132 |
+
"120": "Cedar_Waxwing",
|
133 |
+
"121": "Cerulean_Warbler",
|
134 |
+
"122": "Chestnut_backed_Chickadee",
|
135 |
+
"123": "Chestnut_collared_Longspur",
|
136 |
+
"124": "Chestnut_sided_Warbler",
|
137 |
+
"125": "Chihuahuan_Raven",
|
138 |
+
"126": "Chimney_Swift",
|
139 |
+
"127": "Chipping_Sparrow",
|
140 |
+
"128": "Cinnamon_Teal",
|
141 |
+
"129": "Clapper_Rail",
|
142 |
+
"130": "Clarks_Grebe",
|
143 |
+
"131": "Clarks_Nutcracker",
|
144 |
+
"132": "Clay_colored_Sparrow",
|
145 |
+
"133": "Cliff_Swallow",
|
146 |
+
"134": "Common_Black_Hawk",
|
147 |
+
"135": "Common_Eider",
|
148 |
+
"136": "Common_Gallinule",
|
149 |
+
"137": "Common_Goldeneye",
|
150 |
+
"138": "Common_Grackle",
|
151 |
+
"139": "Common_Ground_Dove",
|
152 |
+
"140": "Common_Loon",
|
153 |
+
"141": "Common_Merganser",
|
154 |
+
"142": "Common_Murre",
|
155 |
+
"143": "Common_Nighthawk",
|
156 |
+
"144": "Common_Raven",
|
157 |
+
"145": "Common_Redpoll",
|
158 |
+
"146": "Common_Tern",
|
159 |
+
"147": "Common_Yellowthroat",
|
160 |
+
"148": "Connecticut_Warbler",
|
161 |
+
"149": "Coopers_Hawk",
|
162 |
+
"150": "Cordilleran_Flycatcher",
|
163 |
+
"151": "Costas_Hummingbird",
|
164 |
+
"152": "Couchs_Kingbird",
|
165 |
+
"153": "Crested_Caracara",
|
166 |
+
"154": "Curve_billed_Thrasher",
|
167 |
+
"155": "Dark_eyed_Junco",
|
168 |
+
"156": "Dickcissel",
|
169 |
+
"157": "Double_crested_Cormorant",
|
170 |
+
"158": "Downy_Woodpecker",
|
171 |
+
"159": "Dunlin",
|
172 |
+
"160": "Dusky_Flycatcher",
|
173 |
+
"161": "Dusky_Grouse",
|
174 |
+
"162": "Eared_Grebe",
|
175 |
+
"163": "Eastern_Bluebird",
|
176 |
+
"164": "Eastern_Kingbird",
|
177 |
+
"165": "Eastern_Meadowlark",
|
178 |
+
"166": "Eastern_Phoebe",
|
179 |
+
"167": "Eastern_Screech_Owl",
|
180 |
+
"168": "Eastern_Towhee",
|
181 |
+
"169": "Eastern_Wood_Pewee",
|
182 |
+
"170": "Elegant_Trogon",
|
183 |
+
"171": "Elf_Owl",
|
184 |
+
"172": "Eurasian_Collared_Dove",
|
185 |
+
"173": "Eurasian_Wigeon",
|
186 |
+
"174": "European_Starling",
|
187 |
+
"175": "Evening_Grosbeak",
|
188 |
+
"176": "Ferruginous_Hawk",
|
189 |
+
"177": "Ferruginous_Pygmy_Owl",
|
190 |
+
"178": "Field_Sparrow",
|
191 |
+
"179": "Fish_Crow",
|
192 |
+
"180": "Florida_Scrub_Jay",
|
193 |
+
"181": "Forsters_Tern",
|
194 |
+
"182": "Fox_Sparrow",
|
195 |
+
"183": "Franklins_Gull",
|
196 |
+
"184": "Fulvous_Whistling_Duck",
|
197 |
+
"185": "Gadwall",
|
198 |
+
"186": "Gambels_Quail",
|
199 |
+
"187": "Gila_Woodpecker",
|
200 |
+
"188": "Glaucous_Gull",
|
201 |
+
"189": "Glaucous_winged_Gull",
|
202 |
+
"190": "Glossy_Ibis",
|
203 |
+
"191": "Golden_Eagle",
|
204 |
+
"192": "Golden_crowned_Kinglet",
|
205 |
+
"193": "Golden_crowned_Sparrow",
|
206 |
+
"194": "Golden_fronted_Woodpecker",
|
207 |
+
"195": "Golden_winged_Warbler",
|
208 |
+
"196": "Grasshopper_Sparrow",
|
209 |
+
"197": "Gray_Catbird",
|
210 |
+
"198": "Gray_Flycatcher",
|
211 |
+
"199": "Gray_Jay",
|
212 |
+
"200": "Gray_Kingbird",
|
213 |
+
"201": "Gray_cheeked_Thrush",
|
214 |
+
"202": "Gray_crowned_Rosy_Finch",
|
215 |
+
"203": "Great_Black_backed_Gull",
|
216 |
+
"204": "Great_Blue_Heron",
|
217 |
+
"205": "Great_Cormorant",
|
218 |
+
"206": "Great_Crested_Flycatcher",
|
219 |
+
"207": "Great_Egret",
|
220 |
+
"208": "Great_Gray_Owl",
|
221 |
+
"209": "Great_Horned_Owl",
|
222 |
+
"210": "Great_Kiskadee",
|
223 |
+
"211": "Great_tailed_Grackle",
|
224 |
+
"212": "Greater_Prairie_Chicken",
|
225 |
+
"213": "Greater_Roadrunner",
|
226 |
+
"214": "Greater_Sage_Grouse",
|
227 |
+
"215": "Greater_Scaup",
|
228 |
+
"216": "Greater_White_fronted_Goose",
|
229 |
+
"217": "Greater_Yellowlegs",
|
230 |
+
"218": "Green_Jay",
|
231 |
+
"219": "Green_tailed_Towhee",
|
232 |
+
"220": "Green_winged_Teal",
|
233 |
+
"221": "Groove_billed_Ani",
|
234 |
+
"222": "Gull_billed_Tern",
|
235 |
+
"223": "Hairy_Woodpecker",
|
236 |
+
"224": "Hammonds_Flycatcher",
|
237 |
+
"225": "Harlequin_Duck",
|
238 |
+
"226": "Harriss_Hawk",
|
239 |
+
"227": "Harriss_Sparrow",
|
240 |
+
"228": "Heermanns_Gull",
|
241 |
+
"229": "Henslows_Sparrow",
|
242 |
+
"230": "Hepatic_Tanager",
|
243 |
+
"231": "Hermit_Thrush",
|
244 |
+
"232": "Herring_Gull",
|
245 |
+
"233": "Hoary_Redpoll",
|
246 |
+
"234": "Hooded_Merganser",
|
247 |
+
"235": "Hooded_Oriole",
|
248 |
+
"236": "Hooded_Warbler",
|
249 |
+
"237": "Horned_Grebe",
|
250 |
+
"238": "Horned_Lark",
|
251 |
+
"239": "House_Finch",
|
252 |
+
"240": "House_Sparrow",
|
253 |
+
"241": "House_Wren",
|
254 |
+
"242": "Huttons_Vireo",
|
255 |
+
"243": "Iceland_Gull",
|
256 |
+
"244": "Inca_Dove",
|
257 |
+
"245": "Indigo_Bunting",
|
258 |
+
"246": "Killdeer",
|
259 |
+
"247": "King_Rail",
|
260 |
+
"248": "Ladder_backed_Woodpecker",
|
261 |
+
"249": "Lapland_Longspur",
|
262 |
+
"250": "Lark_Bunting",
|
263 |
+
"251": "Lark_Sparrow",
|
264 |
+
"252": "Laughing_Gull",
|
265 |
+
"253": "Lazuli_Bunting",
|
266 |
+
"254": "Le_Contes_Sparrow",
|
267 |
+
"255": "Least_Bittern",
|
268 |
+
"256": "Least_Flycatcher",
|
269 |
+
"257": "Least_Grebe",
|
270 |
+
"258": "Least_Sandpiper",
|
271 |
+
"259": "Least_Tern",
|
272 |
+
"260": "Lesser_Goldfinch",
|
273 |
+
"261": "Lesser_Nighthawk",
|
274 |
+
"262": "Lesser_Scaup",
|
275 |
+
"263": "Lesser_Yellowlegs",
|
276 |
+
"264": "Lewiss_Woodpecker",
|
277 |
+
"265": "Limpkin",
|
278 |
+
"266": "Lincolns_Sparrow",
|
279 |
+
"267": "Little_Blue_Heron",
|
280 |
+
"268": "Loggerhead_Shrike",
|
281 |
+
"269": "Long_billed_Curlew",
|
282 |
+
"270": "Long_billed_Dowitcher",
|
283 |
+
"271": "Long_billed_Thrasher",
|
284 |
+
"272": "Long_eared_Owl",
|
285 |
+
"273": "Long_tailed_Duck",
|
286 |
+
"274": "Louisiana_Waterthrush",
|
287 |
+
"275": "Magnificent_Frigatebird",
|
288 |
+
"276": "Magnolia_Warbler",
|
289 |
+
"277": "Mallard",
|
290 |
+
"278": "Marbled_Godwit",
|
291 |
+
"279": "Marsh_Wren",
|
292 |
+
"280": "Merlin",
|
293 |
+
"281": "Mew_Gull",
|
294 |
+
"282": "Mexican_Jay",
|
295 |
+
"283": "Mississippi_Kite",
|
296 |
+
"284": "Monk_Parakeet",
|
297 |
+
"285": "Mottled_Duck",
|
298 |
+
"286": "Mountain_Bluebird",
|
299 |
+
"287": "Mountain_Chickadee",
|
300 |
+
"288": "Mountain_Plover",
|
301 |
+
"289": "Mourning_Dove",
|
302 |
+
"290": "Mourning_Warbler",
|
303 |
+
"291": "Muscovy_Duck",
|
304 |
+
"292": "Mute_Swan",
|
305 |
+
"293": "Nashville_Warbler",
|
306 |
+
"294": "Nelsons_Sparrow",
|
307 |
+
"295": "Neotropic_Cormorant",
|
308 |
+
"296": "Northern_Bobwhite",
|
309 |
+
"297": "Northern_Cardinal",
|
310 |
+
"298": "Northern_Flicker",
|
311 |
+
"299": "Northern_Gannet",
|
312 |
+
"300": "Northern_Goshawk",
|
313 |
+
"301": "Northern_Harrier",
|
314 |
+
"302": "Northern_Hawk_Owl",
|
315 |
+
"303": "Northern_Mockingbird",
|
316 |
+
"304": "Northern_Parula",
|
317 |
+
"305": "Northern_Pintail",
|
318 |
+
"306": "Northern_Rough_winged_Swallow",
|
319 |
+
"307": "Northern_Saw_whet_Owl",
|
320 |
+
"308": "Northern_Shrike",
|
321 |
+
"309": "Northern_Waterthrush",
|
322 |
+
"310": "Nuttalls_Woodpecker",
|
323 |
+
"311": "Oak_Titmouse",
|
324 |
+
"312": "Olive_Sparrow",
|
325 |
+
"313": "Olive_sided_Flycatcher",
|
326 |
+
"314": "Orange_crowned_Warbler",
|
327 |
+
"315": "Orchard_Oriole",
|
328 |
+
"316": "Osprey",
|
329 |
+
"317": "Ovenbird",
|
330 |
+
"318": "Pacific_Golden_Plover",
|
331 |
+
"319": "Pacific_Loon",
|
332 |
+
"320": "Pacific_Wren",
|
333 |
+
"321": "Pacific_slope_Flycatcher",
|
334 |
+
"322": "Painted_Bunting",
|
335 |
+
"323": "Painted_Redstart",
|
336 |
+
"324": "Palm_Warbler",
|
337 |
+
"325": "Pectoral_Sandpiper",
|
338 |
+
"326": "Peregrine_Falcon",
|
339 |
+
"327": "Phainopepla",
|
340 |
+
"328": "Philadelphia_Vireo",
|
341 |
+
"329": "Pied_billed_Grebe",
|
342 |
+
"330": "Pigeon_Guillemot",
|
343 |
+
"331": "Pileated_Woodpecker",
|
344 |
+
"332": "Pine_Grosbeak",
|
345 |
+
"333": "Pine_Siskin",
|
346 |
+
"334": "Pine_Warbler",
|
347 |
+
"335": "Piping_Plover",
|
348 |
+
"336": "Plumbeous_Vireo",
|
349 |
+
"337": "Prairie_Falcon",
|
350 |
+
"338": "Prairie_Warbler",
|
351 |
+
"339": "Prothonotary_Warbler",
|
352 |
+
"340": "Purple_Finch",
|
353 |
+
"341": "Purple_Gallinule",
|
354 |
+
"342": "Purple_Martin",
|
355 |
+
"343": "Purple_Sandpiper",
|
356 |
+
"344": "Pygmy_Nuthatch",
|
357 |
+
"345": "Pyrrhuloxia",
|
358 |
+
"346": "Red_Crossbill",
|
359 |
+
"347": "Red_Knot",
|
360 |
+
"348": "Red_Phalarope",
|
361 |
+
"349": "Red_bellied_Woodpecker",
|
362 |
+
"350": "Red_breasted_Merganser",
|
363 |
+
"351": "Red_breasted_Nuthatch",
|
364 |
+
"352": "Red_breasted_Sapsucker",
|
365 |
+
"353": "Red_cockaded_Woodpecker",
|
366 |
+
"354": "Red_eyed_Vireo",
|
367 |
+
"355": "Red_headed_Woodpecker",
|
368 |
+
"356": "Red_naped_Sapsucker",
|
369 |
+
"357": "Red_necked_Grebe",
|
370 |
+
"358": "Red_necked_Phalarope",
|
371 |
+
"359": "Red_shouldered_Hawk",
|
372 |
+
"360": "Red_tailed_Hawk",
|
373 |
+
"361": "Red_throated_Loon",
|
374 |
+
"362": "Red_winged_Blackbird",
|
375 |
+
"363": "Reddish_Egret",
|
376 |
+
"364": "Redhead",
|
377 |
+
"365": "Ring_billed_Gull",
|
378 |
+
"366": "Ring_necked_Duck",
|
379 |
+
"367": "Ring_necked_Pheasant",
|
380 |
+
"368": "Rock_Pigeon",
|
381 |
+
"369": "Rock_Ptarmigan",
|
382 |
+
"370": "Rock_Sandpiper",
|
383 |
+
"371": "Rock_Wren",
|
384 |
+
"372": "Rose_breasted_Grosbeak",
|
385 |
+
"373": "Roseate_Tern",
|
386 |
+
"374": "Rosss_Goose",
|
387 |
+
"375": "Rough_legged_Hawk",
|
388 |
+
"376": "Royal_Tern",
|
389 |
+
"377": "Ruby_crowned_Kinglet",
|
390 |
+
"378": "Ruby_throated_Hummingbird",
|
391 |
+
"379": "Ruddy_Duck",
|
392 |
+
"380": "Ruddy_Turnstone",
|
393 |
+
"381": "Ruffed_Grouse",
|
394 |
+
"382": "Rufous_Hummingbird",
|
395 |
+
"383": "Rufous_crowned_Sparrow",
|
396 |
+
"384": "Rusty_Blackbird",
|
397 |
+
"385": "Sage_Thrasher",
|
398 |
+
"386": "Saltmarsh_Sparrow",
|
399 |
+
"387": "Sanderling",
|
400 |
+
"388": "Sandhill_Crane",
|
401 |
+
"389": "Sandwich_Tern",
|
402 |
+
"390": "Says_Phoebe",
|
403 |
+
"391": "Scaled_Quail",
|
404 |
+
"392": "Scarlet_Tanager",
|
405 |
+
"393": "Scissor_tailed_Flycatcher",
|
406 |
+
"394": "Scotts_Oriole",
|
407 |
+
"395": "Seaside_Sparrow",
|
408 |
+
"396": "Sedge_Wren",
|
409 |
+
"397": "Semipalmated_Plover",
|
410 |
+
"398": "Semipalmated_Sandpiper",
|
411 |
+
"399": "Sharp_shinned_Hawk",
|
412 |
+
"400": "Sharp_tailed_Grouse",
|
413 |
+
"401": "Short_billed_Dowitcher",
|
414 |
+
"402": "Short_eared_Owl",
|
415 |
+
"403": "Snail_Kite",
|
416 |
+
"404": "Snow_Bunting",
|
417 |
+
"405": "Snow_Goose",
|
418 |
+
"406": "Snowy_Egret",
|
419 |
+
"407": "Snowy_Owl",
|
420 |
+
"408": "Snowy_Plover",
|
421 |
+
"409": "Solitary_Sandpiper",
|
422 |
+
"410": "Song_Sparrow",
|
423 |
+
"411": "Sooty_Grouse",
|
424 |
+
"412": "Sora",
|
425 |
+
"413": "Spotted_Owl",
|
426 |
+
"414": "Spotted_Sandpiper",
|
427 |
+
"415": "Spotted_Towhee",
|
428 |
+
"416": "Spruce_Grouse",
|
429 |
+
"417": "Stellers_Jay",
|
430 |
+
"418": "Stilt_Sandpiper",
|
431 |
+
"419": "Summer_Tanager",
|
432 |
+
"420": "Surf_Scoter",
|
433 |
+
"421": "Surfbird",
|
434 |
+
"422": "Swainsons_Hawk",
|
435 |
+
"423": "Swainsons_Thrush",
|
436 |
+
"424": "Swallow_tailed_Kite",
|
437 |
+
"425": "Swamp_Sparrow",
|
438 |
+
"426": "Tennessee_Warbler",
|
439 |
+
"427": "Thayers_Gull",
|
440 |
+
"428": "Townsends_Solitaire",
|
441 |
+
"429": "Townsends_Warbler",
|
442 |
+
"430": "Tree_Swallow",
|
443 |
+
"431": "Tricolored_Heron",
|
444 |
+
"432": "Tropical_Kingbird",
|
445 |
+
"433": "Trumpeter_Swan",
|
446 |
+
"434": "Tufted_Titmouse",
|
447 |
+
"435": "Tundra_Swan",
|
448 |
+
"436": "Turkey_Vulture",
|
449 |
+
"437": "Upland_Sandpiper",
|
450 |
+
"438": "Varied_Thrush",
|
451 |
+
"439": "Veery",
|
452 |
+
"440": "Verdin",
|
453 |
+
"441": "Vermilion_Flycatcher",
|
454 |
+
"442": "Vesper_Sparrow",
|
455 |
+
"443": "Violet_green_Swallow",
|
456 |
+
"444": "Virginia_Rail",
|
457 |
+
"445": "Wandering_Tattler",
|
458 |
+
"446": "Warbling_Vireo",
|
459 |
+
"447": "Western_Bluebird",
|
460 |
+
"448": "Western_Grebe",
|
461 |
+
"449": "Western_Gull",
|
462 |
+
"450": "Western_Kingbird",
|
463 |
+
"451": "Western_Meadowlark",
|
464 |
+
"452": "Western_Sandpiper",
|
465 |
+
"453": "Western_Screech_Owl",
|
466 |
+
"454": "Western_Scrub_Jay",
|
467 |
+
"455": "Western_Tanager",
|
468 |
+
"456": "Western_Wood_Pewee",
|
469 |
+
"457": "Whimbrel",
|
470 |
+
"458": "White_Ibis",
|
471 |
+
"459": "White_breasted_Nuthatch",
|
472 |
+
"460": "White_crowned_Sparrow",
|
473 |
+
"461": "White_eyed_Vireo",
|
474 |
+
"462": "White_faced_Ibis",
|
475 |
+
"463": "White_headed_Woodpecker",
|
476 |
+
"464": "White_rumped_Sandpiper",
|
477 |
+
"465": "White_tailed_Hawk",
|
478 |
+
"466": "White_tailed_Kite",
|
479 |
+
"467": "White_tailed_Ptarmigan",
|
480 |
+
"468": "White_throated_Sparrow",
|
481 |
+
"469": "White_throated_Swift",
|
482 |
+
"470": "White_winged_Crossbill",
|
483 |
+
"471": "White_winged_Dove",
|
484 |
+
"472": "White_winged_Scoter",
|
485 |
+
"473": "Wild_Turkey",
|
486 |
+
"474": "Willet",
|
487 |
+
"475": "Williamsons_Sapsucker",
|
488 |
+
"476": "Willow_Flycatcher",
|
489 |
+
"477": "Willow_Ptarmigan",
|
490 |
+
"478": "Wilsons_Phalarope",
|
491 |
+
"479": "Wilsons_Plover",
|
492 |
+
"480": "Wilsons_Snipe",
|
493 |
+
"481": "Wilsons_Warbler",
|
494 |
+
"482": "Winter_Wren",
|
495 |
+
"483": "Wood_Stork",
|
496 |
+
"484": "Wood_Thrush",
|
497 |
+
"485": "Worm_eating_Warbler",
|
498 |
+
"486": "Wrentit",
|
499 |
+
"487": "Yellow_Warbler",
|
500 |
+
"488": "Yellow_bellied_Flycatcher",
|
501 |
+
"489": "Yellow_bellied_Sapsucker",
|
502 |
+
"490": "Yellow_billed_Cuckoo",
|
503 |
+
"491": "Yellow_billed_Magpie",
|
504 |
+
"492": "Yellow_breasted_Chat",
|
505 |
+
"493": "Yellow_crowned_Night_Heron",
|
506 |
+
"494": "Yellow_eyed_Junco",
|
507 |
+
"495": "Yellow_headed_Blackbird",
|
508 |
+
"496": "Yellow_rumped_Warbler",
|
509 |
+
"497": "Yellow_throated_Vireo",
|
510 |
+
"498": "Yellow_throated_Warbler",
|
511 |
+
"499": "Zone_tailed_Hawk"
|
512 |
+
},
|
513 |
+
"image_size": 224,
|
514 |
+
"initializer_range": 0.02,
|
515 |
+
"intermediate_size": 3072,
|
516 |
+
"label2id": {
|
517 |
+
"Acadian_Flycatcher": 0,
|
518 |
+
"Acorn_Woodpecker": 1,
|
519 |
+
"Alder_Flycatcher": 2,
|
520 |
+
"Allens_Hummingbird": 3,
|
521 |
+
"Altamira_Oriole": 4,
|
522 |
+
"American_Avocet": 5,
|
523 |
+
"American_Bittern": 6,
|
524 |
+
"American_Black_Duck": 7,
|
525 |
+
"American_Coot": 8,
|
526 |
+
"American_Crow": 9,
|
527 |
+
"American_Dipper": 10,
|
528 |
+
"American_Golden_Plover": 11,
|
529 |
+
"American_Goldfinch": 12,
|
530 |
+
"American_Kestrel": 13,
|
531 |
+
"American_Oystercatcher": 14,
|
532 |
+
"American_Pipit": 15,
|
533 |
+
"American_Redstart": 16,
|
534 |
+
"American_Robin": 17,
|
535 |
+
"American_Three_toed_Woodpecker": 18,
|
536 |
+
"American_Tree_Sparrow": 19,
|
537 |
+
"American_White_Pelican": 20,
|
538 |
+
"American_Wigeon": 21,
|
539 |
+
"American_Woodcock": 22,
|
540 |
+
"Anhinga": 23,
|
541 |
+
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542 |
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543 |
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544 |
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545 |
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546 |
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547 |
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548 |
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549 |
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550 |
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"Barred_Owl": 33,
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551 |
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552 |
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553 |
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554 |
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555 |
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556 |
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557 |
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558 |
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559 |
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"Black_Rosy_Finch": 42,
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560 |
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561 |
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562 |
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"Black_Tern": 45,
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563 |
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"Black_Turnstone": 46,
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564 |
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565 |
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"Black_and_white_Warbler": 48,
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566 |
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"Black_backed_Woodpecker": 49,
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567 |
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568 |
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569 |
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570 |
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571 |
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"Black_chinned_Hummingbird": 54,
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572 |
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573 |
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574 |
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575 |
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576 |
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"Black_legged_Kittiwake": 59,
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577 |
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578 |
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579 |
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580 |
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581 |
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582 |
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583 |
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584 |
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585 |
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"Blue_Jay": 68,
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586 |
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"Blue_gray_Gnatcatcher": 69,
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587 |
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"Blue_headed_Vireo": 70,
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588 |
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"Blue_winged_Teal": 71,
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589 |
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"Blue_winged_Warbler": 72,
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590 |
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"Boat_tailed_Grackle": 73,
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591 |
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"Bobolink": 74,
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592 |
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"Bohemian_Waxwing": 75,
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593 |
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"Bonapartes_Gull": 76,
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594 |
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"Boreal_Chickadee": 77,
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595 |
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"Brandts_Cormorant": 78,
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596 |
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"Brant": 79,
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597 |
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"Brewers_Blackbird": 80,
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598 |
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599 |
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600 |
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"Broad_billed_Hummingbird": 83,
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601 |
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"Broad_tailed_Hummingbird": 84,
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602 |
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"Broad_winged_Hawk": 85,
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603 |
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604 |
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605 |
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606 |
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607 |
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"Brown_capped_Rosy_Finch": 90,
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608 |
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"Brown_crested_Flycatcher": 91,
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609 |
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610 |
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"Brown_headed_Nuthatch": 93,
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611 |
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612 |
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613 |
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"Burrowing_Owl": 96,
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614 |
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"Bushtit": 97,
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615 |
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"Cackling_Goose": 98,
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616 |
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617 |
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618 |
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619 |
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620 |
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621 |
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622 |
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623 |
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624 |
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"Canvasback": 107,
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625 |
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"Canyon_Towhee": 108,
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626 |
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"Canyon_Wren": 109,
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627 |
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628 |
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629 |
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630 |
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"Caspian_Tern": 113,
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631 |
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632 |
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"Cassins_Kingbird": 115,
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633 |
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634 |
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"Cassins_Vireo": 117,
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635 |
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"Cattle_Egret": 118,
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636 |
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"Cave_Swallow": 119,
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637 |
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"Cedar_Waxwing": 120,
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638 |
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"Cerulean_Warbler": 121,
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639 |
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"Chestnut_backed_Chickadee": 122,
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640 |
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"Chestnut_collared_Longspur": 123,
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641 |
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"Chestnut_sided_Warbler": 124,
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642 |
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"Chihuahuan_Raven": 125,
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643 |
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"Chimney_Swift": 126,
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644 |
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"Chipping_Sparrow": 127,
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645 |
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"Cinnamon_Teal": 128,
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646 |
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"Clapper_Rail": 129,
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647 |
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"Clarks_Grebe": 130,
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648 |
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"Clarks_Nutcracker": 131,
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649 |
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650 |
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651 |
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"Common_Black_Hawk": 134,
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652 |
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653 |
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654 |
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655 |
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656 |
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"Common_Ground_Dove": 139,
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657 |
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"Common_Loon": 140,
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658 |
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"Common_Merganser": 141,
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659 |
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"Common_Murre": 142,
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660 |
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"Common_Nighthawk": 143,
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661 |
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"Common_Raven": 144,
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662 |
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"Common_Redpoll": 145,
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663 |
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"Common_Tern": 146,
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664 |
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"Common_Yellowthroat": 147,
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665 |
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"Connecticut_Warbler": 148,
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666 |
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"Coopers_Hawk": 149,
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667 |
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"Cordilleran_Flycatcher": 150,
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668 |
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"Costas_Hummingbird": 151,
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669 |
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"Couchs_Kingbird": 152,
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670 |
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"Crested_Caracara": 153,
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671 |
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"Curve_billed_Thrasher": 154,
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672 |
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"Dark_eyed_Junco": 155,
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673 |
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"Dickcissel": 156,
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674 |
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"Double_crested_Cormorant": 157,
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675 |
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"Downy_Woodpecker": 158,
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676 |
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"Dunlin": 159,
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677 |
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"Dusky_Flycatcher": 160,
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678 |
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"Dusky_Grouse": 161,
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679 |
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"Eared_Grebe": 162,
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680 |
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"Eastern_Bluebird": 163,
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681 |
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"Eastern_Kingbird": 164,
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682 |
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"Eastern_Meadowlark": 165,
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683 |
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"Eastern_Phoebe": 166,
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684 |
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"Eastern_Screech_Owl": 167,
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685 |
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"Eastern_Towhee": 168,
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686 |
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"Eastern_Wood_Pewee": 169,
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687 |
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"Elegant_Trogon": 170,
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688 |
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"Elf_Owl": 171,
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689 |
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"Eurasian_Collared_Dove": 172,
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690 |
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"Eurasian_Wigeon": 173,
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691 |
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"European_Starling": 174,
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692 |
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"Evening_Grosbeak": 175,
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693 |
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"Ferruginous_Hawk": 176,
|
694 |
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"Ferruginous_Pygmy_Owl": 177,
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695 |
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"Field_Sparrow": 178,
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696 |
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"Fish_Crow": 179,
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697 |
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"Florida_Scrub_Jay": 180,
|
698 |
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"Forsters_Tern": 181,
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699 |
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"Fox_Sparrow": 182,
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700 |
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"Franklins_Gull": 183,
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701 |
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"Fulvous_Whistling_Duck": 184,
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702 |
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"Gadwall": 185,
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703 |
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"Gambels_Quail": 186,
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704 |
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"Gila_Woodpecker": 187,
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705 |
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"Glaucous_Gull": 188,
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706 |
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"Glaucous_winged_Gull": 189,
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707 |
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"Glossy_Ibis": 190,
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708 |
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"Golden_Eagle": 191,
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709 |
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"Golden_crowned_Kinglet": 192,
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710 |
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"Golden_crowned_Sparrow": 193,
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711 |
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"Golden_fronted_Woodpecker": 194,
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712 |
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"Golden_winged_Warbler": 195,
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713 |
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"Grasshopper_Sparrow": 196,
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714 |
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"Gray_Catbird": 197,
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715 |
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"Gray_Flycatcher": 198,
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716 |
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"Gray_Jay": 199,
|
717 |
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"Gray_Kingbird": 200,
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718 |
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"Gray_cheeked_Thrush": 201,
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719 |
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"Gray_crowned_Rosy_Finch": 202,
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720 |
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"Great_Black_backed_Gull": 203,
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721 |
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"Great_Blue_Heron": 204,
|
722 |
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"Great_Cormorant": 205,
|
723 |
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"Great_Crested_Flycatcher": 206,
|
724 |
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"Great_Egret": 207,
|
725 |
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"Great_Gray_Owl": 208,
|
726 |
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"Great_Horned_Owl": 209,
|
727 |
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"Great_Kiskadee": 210,
|
728 |
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"Great_tailed_Grackle": 211,
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729 |
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"Greater_Prairie_Chicken": 212,
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730 |
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"Greater_Roadrunner": 213,
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731 |
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"Greater_Sage_Grouse": 214,
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732 |
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"Greater_Scaup": 215,
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733 |
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"Greater_White_fronted_Goose": 216,
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734 |
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"Greater_Yellowlegs": 217,
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735 |
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"Green_Jay": 218,
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736 |
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"Green_tailed_Towhee": 219,
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737 |
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"Green_winged_Teal": 220,
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738 |
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"Groove_billed_Ani": 221,
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739 |
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"Gull_billed_Tern": 222,
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740 |
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"Hairy_Woodpecker": 223,
|
741 |
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"Hammonds_Flycatcher": 224,
|
742 |
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"Harlequin_Duck": 225,
|
743 |
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"Harriss_Hawk": 226,
|
744 |
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"Harriss_Sparrow": 227,
|
745 |
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"Heermanns_Gull": 228,
|
746 |
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"Henslows_Sparrow": 229,
|
747 |
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"Hepatic_Tanager": 230,
|
748 |
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"Hermit_Thrush": 231,
|
749 |
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"Herring_Gull": 232,
|
750 |
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"Hoary_Redpoll": 233,
|
751 |
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"Hooded_Merganser": 234,
|
752 |
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"Hooded_Oriole": 235,
|
753 |
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"Hooded_Warbler": 236,
|
754 |
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"Horned_Grebe": 237,
|
755 |
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"Horned_Lark": 238,
|
756 |
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"House_Finch": 239,
|
757 |
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"House_Sparrow": 240,
|
758 |
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"House_Wren": 241,
|
759 |
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"Huttons_Vireo": 242,
|
760 |
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"Iceland_Gull": 243,
|
761 |
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"Inca_Dove": 244,
|
762 |
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"Indigo_Bunting": 245,
|
763 |
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"Killdeer": 246,
|
764 |
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"King_Rail": 247,
|
765 |
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"Ladder_backed_Woodpecker": 248,
|
766 |
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"Lapland_Longspur": 249,
|
767 |
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"Lark_Bunting": 250,
|
768 |
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"Lark_Sparrow": 251,
|
769 |
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"Laughing_Gull": 252,
|
770 |
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"Lazuli_Bunting": 253,
|
771 |
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"Le_Contes_Sparrow": 254,
|
772 |
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"Least_Bittern": 255,
|
773 |
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"Least_Flycatcher": 256,
|
774 |
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"Least_Grebe": 257,
|
775 |
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"Least_Sandpiper": 258,
|
776 |
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"Least_Tern": 259,
|
777 |
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"Lesser_Goldfinch": 260,
|
778 |
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"Lesser_Nighthawk": 261,
|
779 |
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"Lesser_Scaup": 262,
|
780 |
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"Lesser_Yellowlegs": 263,
|
781 |
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"Lewiss_Woodpecker": 264,
|
782 |
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"Limpkin": 265,
|
783 |
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"Lincolns_Sparrow": 266,
|
784 |
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"Little_Blue_Heron": 267,
|
785 |
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"Loggerhead_Shrike": 268,
|
786 |
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"Long_billed_Curlew": 269,
|
787 |
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"Long_billed_Dowitcher": 270,
|
788 |
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"Long_billed_Thrasher": 271,
|
789 |
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"Long_eared_Owl": 272,
|
790 |
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"Long_tailed_Duck": 273,
|
791 |
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"Louisiana_Waterthrush": 274,
|
792 |
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"Magnificent_Frigatebird": 275,
|
793 |
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"Magnolia_Warbler": 276,
|
794 |
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"Mallard": 277,
|
795 |
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"Marbled_Godwit": 278,
|
796 |
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"Marsh_Wren": 279,
|
797 |
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"Merlin": 280,
|
798 |
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"Mew_Gull": 281,
|
799 |
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"Mexican_Jay": 282,
|
800 |
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"Mississippi_Kite": 283,
|
801 |
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"Monk_Parakeet": 284,
|
802 |
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"Mottled_Duck": 285,
|
803 |
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"Mountain_Bluebird": 286,
|
804 |
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"Mountain_Chickadee": 287,
|
805 |
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"Mountain_Plover": 288,
|
806 |
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"Mourning_Dove": 289,
|
807 |
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"Mourning_Warbler": 290,
|
808 |
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"Muscovy_Duck": 291,
|
809 |
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"Mute_Swan": 292,
|
810 |
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"Nashville_Warbler": 293,
|
811 |
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"Nelsons_Sparrow": 294,
|
812 |
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"Neotropic_Cormorant": 295,
|
813 |
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"Northern_Bobwhite": 296,
|
814 |
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"Northern_Cardinal": 297,
|
815 |
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"Northern_Flicker": 298,
|
816 |
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"Northern_Gannet": 299,
|
817 |
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"Northern_Goshawk": 300,
|
818 |
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"Northern_Harrier": 301,
|
819 |
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"Northern_Hawk_Owl": 302,
|
820 |
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"Northern_Mockingbird": 303,
|
821 |
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"Northern_Parula": 304,
|
822 |
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"Northern_Pintail": 305,
|
823 |
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"Northern_Rough_winged_Swallow": 306,
|
824 |
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"Northern_Saw_whet_Owl": 307,
|
825 |
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"Northern_Shrike": 308,
|
826 |
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"Northern_Waterthrush": 309,
|
827 |
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"Nuttalls_Woodpecker": 310,
|
828 |
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"Oak_Titmouse": 311,
|
829 |
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"Olive_Sparrow": 312,
|
830 |
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"Olive_sided_Flycatcher": 313,
|
831 |
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"Orange_crowned_Warbler": 314,
|
832 |
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"Orchard_Oriole": 315,
|
833 |
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"Osprey": 316,
|
834 |
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"Ovenbird": 317,
|
835 |
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"Pacific_Golden_Plover": 318,
|
836 |
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"Pacific_Loon": 319,
|
837 |
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"Pacific_Wren": 320,
|
838 |
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"Pacific_slope_Flycatcher": 321,
|
839 |
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"Painted_Bunting": 322,
|
840 |
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"Painted_Redstart": 323,
|
841 |
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"Palm_Warbler": 324,
|
842 |
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"Pectoral_Sandpiper": 325,
|
843 |
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"Peregrine_Falcon": 326,
|
844 |
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"Phainopepla": 327,
|
845 |
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"Philadelphia_Vireo": 328,
|
846 |
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"Pied_billed_Grebe": 329,
|
847 |
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"Pigeon_Guillemot": 330,
|
848 |
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"Pileated_Woodpecker": 331,
|
849 |
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"Pine_Grosbeak": 332,
|
850 |
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"Pine_Siskin": 333,
|
851 |
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"Pine_Warbler": 334,
|
852 |
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"Piping_Plover": 335,
|
853 |
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"Plumbeous_Vireo": 336,
|
854 |
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"Prairie_Falcon": 337,
|
855 |
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"Prairie_Warbler": 338,
|
856 |
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"Prothonotary_Warbler": 339,
|
857 |
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"Purple_Finch": 340,
|
858 |
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"Purple_Gallinule": 341,
|
859 |
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"Purple_Martin": 342,
|
860 |
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"Purple_Sandpiper": 343,
|
861 |
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"Pygmy_Nuthatch": 344,
|
862 |
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"Pyrrhuloxia": 345,
|
863 |
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"Red_Crossbill": 346,
|
864 |
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"Red_Knot": 347,
|
865 |
+
"Red_Phalarope": 348,
|
866 |
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"Red_bellied_Woodpecker": 349,
|
867 |
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"Red_breasted_Merganser": 350,
|
868 |
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"Red_breasted_Nuthatch": 351,
|
869 |
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"Red_breasted_Sapsucker": 352,
|
870 |
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"Red_cockaded_Woodpecker": 353,
|
871 |
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"Red_eyed_Vireo": 354,
|
872 |
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"Red_headed_Woodpecker": 355,
|
873 |
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"Red_naped_Sapsucker": 356,
|
874 |
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"Red_necked_Grebe": 357,
|
875 |
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"Red_necked_Phalarope": 358,
|
876 |
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"Red_shouldered_Hawk": 359,
|
877 |
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"Red_tailed_Hawk": 360,
|
878 |
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"Red_throated_Loon": 361,
|
879 |
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"Red_winged_Blackbird": 362,
|
880 |
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"Reddish_Egret": 363,
|
881 |
+
"Redhead": 364,
|
882 |
+
"Ring_billed_Gull": 365,
|
883 |
+
"Ring_necked_Duck": 366,
|
884 |
+
"Ring_necked_Pheasant": 367,
|
885 |
+
"Rock_Pigeon": 368,
|
886 |
+
"Rock_Ptarmigan": 369,
|
887 |
+
"Rock_Sandpiper": 370,
|
888 |
+
"Rock_Wren": 371,
|
889 |
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"Rose_breasted_Grosbeak": 372,
|
890 |
+
"Roseate_Tern": 373,
|
891 |
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"Rosss_Goose": 374,
|
892 |
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"Rough_legged_Hawk": 375,
|
893 |
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"Royal_Tern": 376,
|
894 |
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"Ruby_crowned_Kinglet": 377,
|
895 |
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"Ruby_throated_Hummingbird": 378,
|
896 |
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"Ruddy_Duck": 379,
|
897 |
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"Ruddy_Turnstone": 380,
|
898 |
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"Ruffed_Grouse": 381,
|
899 |
+
"Rufous_Hummingbird": 382,
|
900 |
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"Rufous_crowned_Sparrow": 383,
|
901 |
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"Rusty_Blackbird": 384,
|
902 |
+
"Sage_Thrasher": 385,
|
903 |
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"Saltmarsh_Sparrow": 386,
|
904 |
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"Sanderling": 387,
|
905 |
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"Sandhill_Crane": 388,
|
906 |
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"Sandwich_Tern": 389,
|
907 |
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"Says_Phoebe": 390,
|
908 |
+
"Scaled_Quail": 391,
|
909 |
+
"Scarlet_Tanager": 392,
|
910 |
+
"Scissor_tailed_Flycatcher": 393,
|
911 |
+
"Scotts_Oriole": 394,
|
912 |
+
"Seaside_Sparrow": 395,
|
913 |
+
"Sedge_Wren": 396,
|
914 |
+
"Semipalmated_Plover": 397,
|
915 |
+
"Semipalmated_Sandpiper": 398,
|
916 |
+
"Sharp_shinned_Hawk": 399,
|
917 |
+
"Sharp_tailed_Grouse": 400,
|
918 |
+
"Short_billed_Dowitcher": 401,
|
919 |
+
"Short_eared_Owl": 402,
|
920 |
+
"Snail_Kite": 403,
|
921 |
+
"Snow_Bunting": 404,
|
922 |
+
"Snow_Goose": 405,
|
923 |
+
"Snowy_Egret": 406,
|
924 |
+
"Snowy_Owl": 407,
|
925 |
+
"Snowy_Plover": 408,
|
926 |
+
"Solitary_Sandpiper": 409,
|
927 |
+
"Song_Sparrow": 410,
|
928 |
+
"Sooty_Grouse": 411,
|
929 |
+
"Sora": 412,
|
930 |
+
"Spotted_Owl": 413,
|
931 |
+
"Spotted_Sandpiper": 414,
|
932 |
+
"Spotted_Towhee": 415,
|
933 |
+
"Spruce_Grouse": 416,
|
934 |
+
"Stellers_Jay": 417,
|
935 |
+
"Stilt_Sandpiper": 418,
|
936 |
+
"Summer_Tanager": 419,
|
937 |
+
"Surf_Scoter": 420,
|
938 |
+
"Surfbird": 421,
|
939 |
+
"Swainsons_Hawk": 422,
|
940 |
+
"Swainsons_Thrush": 423,
|
941 |
+
"Swallow_tailed_Kite": 424,
|
942 |
+
"Swamp_Sparrow": 425,
|
943 |
+
"Tennessee_Warbler": 426,
|
944 |
+
"Thayers_Gull": 427,
|
945 |
+
"Townsends_Solitaire": 428,
|
946 |
+
"Townsends_Warbler": 429,
|
947 |
+
"Tree_Swallow": 430,
|
948 |
+
"Tricolored_Heron": 431,
|
949 |
+
"Tropical_Kingbird": 432,
|
950 |
+
"Trumpeter_Swan": 433,
|
951 |
+
"Tufted_Titmouse": 434,
|
952 |
+
"Tundra_Swan": 435,
|
953 |
+
"Turkey_Vulture": 436,
|
954 |
+
"Upland_Sandpiper": 437,
|
955 |
+
"Varied_Thrush": 438,
|
956 |
+
"Veery": 439,
|
957 |
+
"Verdin": 440,
|
958 |
+
"Vermilion_Flycatcher": 441,
|
959 |
+
"Vesper_Sparrow": 442,
|
960 |
+
"Violet_green_Swallow": 443,
|
961 |
+
"Virginia_Rail": 444,
|
962 |
+
"Wandering_Tattler": 445,
|
963 |
+
"Warbling_Vireo": 446,
|
964 |
+
"Western_Bluebird": 447,
|
965 |
+
"Western_Grebe": 448,
|
966 |
+
"Western_Gull": 449,
|
967 |
+
"Western_Kingbird": 450,
|
968 |
+
"Western_Meadowlark": 451,
|
969 |
+
"Western_Sandpiper": 452,
|
970 |
+
"Western_Screech_Owl": 453,
|
971 |
+
"Western_Scrub_Jay": 454,
|
972 |
+
"Western_Tanager": 455,
|
973 |
+
"Western_Wood_Pewee": 456,
|
974 |
+
"Whimbrel": 457,
|
975 |
+
"White_Ibis": 458,
|
976 |
+
"White_breasted_Nuthatch": 459,
|
977 |
+
"White_crowned_Sparrow": 460,
|
978 |
+
"White_eyed_Vireo": 461,
|
979 |
+
"White_faced_Ibis": 462,
|
980 |
+
"White_headed_Woodpecker": 463,
|
981 |
+
"White_rumped_Sandpiper": 464,
|
982 |
+
"White_tailed_Hawk": 465,
|
983 |
+
"White_tailed_Kite": 466,
|
984 |
+
"White_tailed_Ptarmigan": 467,
|
985 |
+
"White_throated_Sparrow": 468,
|
986 |
+
"White_throated_Swift": 469,
|
987 |
+
"White_winged_Crossbill": 470,
|
988 |
+
"White_winged_Dove": 471,
|
989 |
+
"White_winged_Scoter": 472,
|
990 |
+
"Wild_Turkey": 473,
|
991 |
+
"Willet": 474,
|
992 |
+
"Williamsons_Sapsucker": 475,
|
993 |
+
"Willow_Flycatcher": 476,
|
994 |
+
"Willow_Ptarmigan": 477,
|
995 |
+
"Wilsons_Phalarope": 478,
|
996 |
+
"Wilsons_Plover": 479,
|
997 |
+
"Wilsons_Snipe": 480,
|
998 |
+
"Wilsons_Warbler": 481,
|
999 |
+
"Winter_Wren": 482,
|
1000 |
+
"Wood_Stork": 483,
|
1001 |
+
"Wood_Thrush": 484,
|
1002 |
+
"Worm_eating_Warbler": 485,
|
1003 |
+
"Wrentit": 486,
|
1004 |
+
"Yellow_Warbler": 487,
|
1005 |
+
"Yellow_bellied_Flycatcher": 488,
|
1006 |
+
"Yellow_bellied_Sapsucker": 489,
|
1007 |
+
"Yellow_billed_Cuckoo": 490,
|
1008 |
+
"Yellow_billed_Magpie": 491,
|
1009 |
+
"Yellow_breasted_Chat": 492,
|
1010 |
+
"Yellow_crowned_Night_Heron": 493,
|
1011 |
+
"Yellow_eyed_Junco": 494,
|
1012 |
+
"Yellow_headed_Blackbird": 495,
|
1013 |
+
"Yellow_rumped_Warbler": 496,
|
1014 |
+
"Yellow_throated_Vireo": 497,
|
1015 |
+
"Yellow_throated_Warbler": 498,
|
1016 |
+
"Zone_tailed_Hawk": 499
|
1017 |
+
},
|
1018 |
+
"layer_norm_eps": 1e-12,
|
1019 |
+
"model_type": "vit",
|
1020 |
+
"num_attention_heads": 12,
|
1021 |
+
"num_channels": 3,
|
1022 |
+
"num_hidden_layers": 12,
|
1023 |
+
"patch_size": 16,
|
1024 |
+
"qkv_bias": true,
|
1025 |
+
"torch_dtype": "float32",
|
1026 |
+
"transformers_version": "4.34.0"
|
1027 |
+
}
|
preprocessor_config.json
ADDED
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"do_normalize": true,
|
3 |
+
"do_rescale": true,
|
4 |
+
"do_resize": true,
|
5 |
+
"image_mean": [
|
6 |
+
0.5,
|
7 |
+
0.5,
|
8 |
+
0.5
|
9 |
+
],
|
10 |
+
"image_processor_type": "ViTImageProcessor",
|
11 |
+
"image_std": [
|
12 |
+
0.5,
|
13 |
+
0.5,
|
14 |
+
0.5
|
15 |
+
],
|
16 |
+
"resample": 2,
|
17 |
+
"rescale_factor": 0.00392156862745098,
|
18 |
+
"size": {
|
19 |
+
"height": 224,
|
20 |
+
"width": 224
|
21 |
+
}
|
22 |
+
}
|
pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b6559e445a73b66655a82d076dbee76a66d941c8c08c8beccc84152689e8e5a7
|
3 |
+
size 344801002
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:beae48ad32d0767207045108b700c95f4d22c25a4d83fb674e4889d8090ca6dc
|
3 |
+
size 4472
|