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ViT_LCZs_v3/config.json
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{
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"_name_or_path": "google/vit-base-patch16-224-in21k",
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"architectures": [
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"ViTForImageClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"encoder_stride": 16,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 768,
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"id2label": {
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"0": " Compact highrise",
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"1": " Compact lowrise",
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"2": " Compact midrise",
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"3": " Dense trees",
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"4": " Heavy industry",
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"5": " Large lowrise",
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"6": " Low plants",
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"7": " Open highrise",
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"8": " Open lowrise",
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"9": " Open midrise",
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"10": " Scattered trees",
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"11": " Sparsely built",
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"12": " Water"
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},
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"image_size": 224,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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" Compact highrise": 0,
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" Compact lowrise": 1,
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" Compact midrise": 2,
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" Dense trees": 3,
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" Heavy industry": 4,
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" Large lowrise": 5,
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" Low plants": 6,
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" Open highrise": 7,
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" Open lowrise": 8,
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" Open midrise": 9,
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" Scattered trees": 10,
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" Sparsely built": 11,
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" Water": 12
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},
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"layer_norm_eps": 1e-12,
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"model_type": "vit",
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"num_attention_heads": 12,
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"num_channels": 3,
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"num_hidden_layers": 12,
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"patch_size": 16,
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"problem_type": "single_label_classification",
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"qkv_bias": true,
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"torch_dtype": "float32",
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"transformers_version": "4.38.1"
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}
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ViT_LCZs_v3/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:0eec09b1a0fcf1c2bf0bdec5d9bca2ac5875de416acbe7b4837090636558626a
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size 343257812
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ViT_LCZs_v3/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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"image_mean": [
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0.5,
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0.5,
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0.5
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],
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"image_processor_type": "ViTImageProcessor",
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"image_std": [
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0.5,
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0.5,
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0.5
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],
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"resample": 2,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"height": 224,
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"width": 224
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}
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}
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ViT_LCZs_v3/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:286087d92a60208b4cdf057aa0db2fed444bdc3a61bc4c0b24971659ea9651a9
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size 4856
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