Commit From AutoTrain
Browse files- .gitattributes +3 -0
- README.md +37 -0
- config.json +128 -0
- preprocessor_config.json +23 -0
- pytorch_model.bin +3 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.bin.* filter=lfs diff=lfs merge=lfs -text
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*.tar.gz filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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tags:
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- autotrain
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- vision
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- image-classification
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datasets:
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- OttoYu/autotrain-data-treehk
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widget:
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- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/tiger.jpg
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example_title: Tiger
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- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/teapot.jpg
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example_title: Teapot
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- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/palace.jpg
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example_title: Palace
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co2_eq_emissions:
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emissions: 1.4836123848114637
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---
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# Model Trained Using AutoTrain
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- Problem type: Multi-class Classification
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- Model ID: 45233113446
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- CO2 Emissions (in grams): 1.4836
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## Validation Metrics
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- Loss: 0.031
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- Accuracy: 1.000
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- Macro F1: 1.000
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- Micro F1: 1.000
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- Weighted F1: 1.000
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- Macro Precision: 1.000
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- Micro Precision: 1.000
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- Weighted Precision: 1.000
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- Macro Recall: 1.000
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- Micro Recall: 1.000
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- Weighted Recall: 1.000
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config.json
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{
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"_name_or_path": "AutoTrain",
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"architectures": [
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"SwinForImageClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"depths": [
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2,
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2,
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18,
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2
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],
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"drop_path_rate": 0.1,
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"embed_dim": 128,
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"encoder_stride": 32,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 1024,
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"id2label": {
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"0": "Acacia auriculiformis \u8033\u679c\u76f8\u601d",
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"1": "Acacia confusa Merr. \u53f0\u7063\u76f8\u601d",
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"10": "Callistemon rigidus R. Br \u7d05\u5343\u5c64",
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"11": "Callistemon viminalis \u4e32\u9322\u67f3",
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"12": "Cinnamomum burmannii \u9670\u9999",
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"13": "Cinnamomum camphora \u6a1f\u6a39",
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"14": "Crateva trifoliata \u920d\u8449\u9b5a\u6728 ",
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"15": "Crateva unilocularis \u6a39\u982d\u83dc",
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"16": "Delonix regia \u9cf3\u51f0\u6728",
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"17": "Elaeocarpus hainanensis Oliv \u6c34\u77f3\u6995",
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"18": "Elaeocarpus sylvestris \u5c71\u675c\u82f1",
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"19": "Erythrina variegata L. \u523a\u6850",
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"2": "Acacia mangium Willd. \u5927\u8449\u76f8\u601d",
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"20": "Ficus altissima Blume \u9ad8\u5c71\u6995",
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"21": "Ficus benjamina L. \u5782\u8449\u6995",
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"22": "Ficus elastica Roxb. ex Hornem \u5370\u5ea6\u6995",
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"23": "Ficus microcarpa L. f \u7d30\u8449\u6995",
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"24": "Ficus religiosa L. \u83e9\u63d0\u6a39",
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"25": "Ficus rumphii Blume \u5047\u83e9\u63d0\u6a39",
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"26": "Ficus subpisocarpa Gagnep. \u7b46\u7ba1\u6995",
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| 40 |
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"27": "Ficus variegata Blume \u9752\u679c\u6995",
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| 41 |
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"28": "Ficus virens Aiton \u5927\u8449\u6995",
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"29": "Koelreuteria bipinnata Franch. \u8907\u7fbd\u8449\u6b12\u6a39",
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"3": "Acronychia pedunculata (L.) Miq.--\u5c71\u6cb9\u67d1",
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"30": "Livistona chinensis \u84b2\u8475",
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"31": "Melaleuca Cajeput-tree \u767d\u5343\u5c64 ",
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"32": "Melia azedarach L \u695d",
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"33": "Peltophorum pterocarpum \u76fe\u67f1\u6728",
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"34": "Peltophorum tonkinense \u9280\u73e0",
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"35": "Roystonea regia \u5927\u738b\u6930\u5b50",
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"36": "Schefflera actinophylla \u8f3b\u8449\u9d5d\u638c\u67f4",
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"37": "Schefflera heptaphylla \u9d5d\u638c\u67f4",
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| 52 |
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"38": "Spathodea campanulata\u706b\u7130\u6a39",
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| 53 |
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"39": "Sterculia lanceolata Cav. \u5047\u860b\u5a46",
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| 54 |
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"4": "Archontophoenix alexandrae \u4e9e\u529b\u5c71\u5927\u6930\u5b50",
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| 55 |
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"40": "Wodyetia bifurcata A.K.Irvine \u72d0\u5c3e\u68d5",
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"5": "Bauhinia purpurea L. \u7d05\u82b1\u7f8a\u8e44\u7532",
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| 57 |
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"6": "Bauhinia variegata L \u5bae\u7c89\u7f8a\u8e44\u7532",
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| 58 |
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"7": "Bauhinia \u6d0b\u7d2b\u834a",
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| 59 |
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"8": "Bischofia javanica Blume \u79cb\u6953",
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"9": "Bischofia polycarpa \u91cd\u967d\u6728"
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},
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"image_size": 224,
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"initializer_range": 0.02,
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| 64 |
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"label2id": {
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"Acacia auriculiformis \u8033\u679c\u76f8\u601d": "0",
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| 66 |
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"Acacia confusa Merr. \u53f0\u7063\u76f8\u601d": "1",
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| 67 |
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"Acacia mangium Willd. \u5927\u8449\u76f8\u601d": "2",
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| 68 |
+
"Acronychia pedunculata (L.) Miq.--\u5c71\u6cb9\u67d1": "3",
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| 69 |
+
"Archontophoenix alexandrae \u4e9e\u529b\u5c71\u5927\u6930\u5b50": "4",
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| 70 |
+
"Bauhinia purpurea L. \u7d05\u82b1\u7f8a\u8e44\u7532": "5",
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| 71 |
+
"Bauhinia variegata L \u5bae\u7c89\u7f8a\u8e44\u7532": "6",
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| 72 |
+
"Bauhinia \u6d0b\u7d2b\u834a": "7",
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| 73 |
+
"Bischofia javanica Blume \u79cb\u6953": "8",
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| 74 |
+
"Bischofia polycarpa \u91cd\u967d\u6728": "9",
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| 75 |
+
"Callistemon rigidus R. Br \u7d05\u5343\u5c64": "10",
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| 76 |
+
"Callistemon viminalis \u4e32\u9322\u67f3": "11",
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| 77 |
+
"Cinnamomum burmannii \u9670\u9999": "12",
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| 78 |
+
"Cinnamomum camphora \u6a1f\u6a39": "13",
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| 79 |
+
"Crateva trifoliata \u920d\u8449\u9b5a\u6728 ": "14",
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| 80 |
+
"Crateva unilocularis \u6a39\u982d\u83dc": "15",
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| 81 |
+
"Delonix regia \u9cf3\u51f0\u6728": "16",
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| 82 |
+
"Elaeocarpus hainanensis Oliv \u6c34\u77f3\u6995": "17",
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| 83 |
+
"Elaeocarpus sylvestris \u5c71\u675c\u82f1": "18",
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| 84 |
+
"Erythrina variegata L. \u523a\u6850": "19",
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| 85 |
+
"Ficus altissima Blume \u9ad8\u5c71\u6995": "20",
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| 86 |
+
"Ficus benjamina L. \u5782\u8449\u6995": "21",
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| 87 |
+
"Ficus elastica Roxb. ex Hornem \u5370\u5ea6\u6995": "22",
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| 88 |
+
"Ficus microcarpa L. f \u7d30\u8449\u6995": "23",
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| 89 |
+
"Ficus religiosa L. \u83e9\u63d0\u6a39": "24",
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| 90 |
+
"Ficus rumphii Blume \u5047\u83e9\u63d0\u6a39": "25",
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| 91 |
+
"Ficus subpisocarpa Gagnep. \u7b46\u7ba1\u6995": "26",
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| 92 |
+
"Ficus variegata Blume \u9752\u679c\u6995": "27",
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| 93 |
+
"Ficus virens Aiton \u5927\u8449\u6995": "28",
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| 94 |
+
"Koelreuteria bipinnata Franch. \u8907\u7fbd\u8449\u6b12\u6a39": "29",
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| 95 |
+
"Livistona chinensis \u84b2\u8475": "30",
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| 96 |
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"Melaleuca Cajeput-tree \u767d\u5343\u5c64 ": "31",
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| 97 |
+
"Melia azedarach L \u695d": "32",
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| 98 |
+
"Peltophorum pterocarpum \u76fe\u67f1\u6728": "33",
|
| 99 |
+
"Peltophorum tonkinense \u9280\u73e0": "34",
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| 100 |
+
"Roystonea regia \u5927\u738b\u6930\u5b50": "35",
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| 101 |
+
"Schefflera actinophylla \u8f3b\u8449\u9d5d\u638c\u67f4": "36",
|
| 102 |
+
"Schefflera heptaphylla \u9d5d\u638c\u67f4": "37",
|
| 103 |
+
"Spathodea campanulata\u706b\u7130\u6a39": "38",
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| 104 |
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"Sterculia lanceolata Cav. \u5047\u860b\u5a46": "39",
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| 105 |
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"Wodyetia bifurcata A.K.Irvine \u72d0\u5c3e\u68d5": "40"
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},
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| 107 |
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"layer_norm_eps": 1e-05,
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| 108 |
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"max_length": 128,
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| 109 |
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"mlp_ratio": 4.0,
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| 110 |
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"model_type": "swin",
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| 111 |
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"num_channels": 3,
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| 112 |
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"num_heads": [
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4,
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8,
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16,
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32
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],
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| 118 |
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"num_layers": 4,
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| 119 |
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"padding": "max_length",
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"patch_size": 4,
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| 121 |
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"path_norm": true,
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| 122 |
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"problem_type": "single_label_classification",
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| 123 |
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"qkv_bias": true,
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| 124 |
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"torch_dtype": "float32",
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| 125 |
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"transformers_version": "4.25.1",
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| 126 |
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"use_absolute_embeddings": false,
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"window_size": 7
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}
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preprocessor_config.json
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{
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"do_normalize": true,
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"do_rescale": true,
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"do_resize": true,
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"feature_extractor_type": "ViTFeatureExtractor",
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| 6 |
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"image_mean": [
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0.485,
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| 8 |
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0.456,
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0.406
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],
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| 11 |
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"image_processor_type": "ViTImageProcessor",
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"image_std": [
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0.229,
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0.224,
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0.225
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],
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"resample": 3,
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| 18 |
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"rescale_factor": 0.00392156862745098,
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| 19 |
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"size": {
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"height": 224,
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| 21 |
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"width": 224
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}
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}
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pytorch_model.bin
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:65c604b3bcce367145d1a461562c46ad66c6597780fc4ccd7ec4b82087fad051
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size 347759633
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