commit files to HF hub
Browse files- README.md +24 -0
- config.json +123 -0
- model.safetensors +3 -0
- preprocessor_config.json +36 -0
- runs/events.out.tfevents.1715516968.4fcb2e6453c1.900.0 +3 -0
README.md
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---
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tags:
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- image-classification
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- pytorch
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- huggingpics
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metrics:
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- accuracy
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model-index:
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- name: sunda-classification
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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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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.9824175834655762
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---
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# sunda-classification
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sunda classification Model
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config.json
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{
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"_name_or_path": "microsoft/swinv2-base-patch4-window8-256",
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"architectures": [
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"Swinv2ForImageClassification"
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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": "a",
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"1": "ae",
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"10": "i",
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"11": "ja",
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"12": "ka",
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"13": "la",
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"14": "ma",
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"15": "na",
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"16": "nga",
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"17": "nya",
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"18": "o",
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"19": "pa",
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"2": "ba",
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"20": "qa",
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"21": "ra",
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"22": "sa",
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"23": "ta",
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"24": "u",
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"25": "va",
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"26": "wa",
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"27": "xa",
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"28": "ya",
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"29": "za",
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"3": "ca",
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"4": "da",
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"5": "e",
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"6": "eu",
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"7": "fa",
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"8": "ga",
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"9": "ha"
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},
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"image_size": 256,
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"initializer_range": 0.02,
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"label2id": {
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"a": "0",
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"ae": "1",
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"ba": "2",
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"ca": "3",
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"da": "4",
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"e": "5",
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"eu": "6",
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"fa": "7",
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"ga": "8",
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"ha": "9",
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"i": "10",
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"ja": "11",
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"ka": "12",
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"la": "13",
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"ma": "14",
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"na": "15",
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"nga": "16",
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"nya": "17",
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"o": "18",
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"pa": "19",
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"qa": "20",
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"ra": "21",
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"sa": "22",
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"ta": "23",
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"u": "24",
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"va": "25",
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"wa": "26",
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"xa": "27",
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"ya": "28",
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"za": "29"
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},
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"layer_norm_eps": 1e-05,
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"mlp_ratio": 4.0,
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"model_type": "swinv2",
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"num_channels": 3,
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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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"num_layers": 4,
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"out_features": [
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"stage4"
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],
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"out_indices": [
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4
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],
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"patch_size": 4,
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"path_norm": true,
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"pretrained_window_sizes": [
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0,
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0,
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0,
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],
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"problem_type": "single_label_classification",
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"qkv_bias": true,
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"stage_names": [
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"stem",
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"stage1",
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"stage2",
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"stage3",
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"stage4"
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],
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"torch_dtype": "float32",
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"transformers_version": "4.40.2",
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"use_absolute_embeddings": false,
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"window_size": 8
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:e236f6ed31f1887a242547182db3224745d1bfa160ba2d446f574265df1b0b65
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size 347760320
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preprocessor_config.json
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{
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"_valid_processor_keys": [
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"images",
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"do_resize",
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"size",
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"resample",
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"do_rescale",
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"rescale_factor",
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"do_normalize",
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"image_mean",
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"image_std",
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"return_tensors",
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"data_format",
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"input_data_format"
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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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"image_mean": [
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0.485,
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0.456,
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0.406
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],
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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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"rescale_factor": 0.00392156862745098,
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"size": {
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"height": 256,
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"width": 256
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}
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}
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runs/events.out.tfevents.1715516968.4fcb2e6453c1.900.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:48703ec820df58292d55b438e476d0ed5447700517f18ad5fe952095a9fe620b
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size 6487
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