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cvt-13-finetuned-eurosat

Image Classification

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cvt-13-finetuned-eurosat / config.json

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	{
	"_name_or_path": "microsoft/cvt-13",
	"architectures": [
	"CvtForImageClassification"
	],
	"attention_drop_rate": [
	0.0,
	0.0,
	0.0
	],
	"cls_token": [
	false,
	false,
	true
	],
	"depth": [
	1,
	2,
	10
	],
	"drop_path_rate": [
	0.0,
	0.0,
	0.1
	],
	"drop_rate": [
	0.0,
	0.0,
	0.0
	],
	"embed_dim": [
	64,
	192,
	384
	],
	"id2label": {
	"0": "Audemars Piguet",
	"1": "Breguet",
	"2": "Breitling",
	"3": "Maurice Lacroix",
	"4": "Omega",
	"5": "Patek Philippe",
	"6": "Rado",
	"7": "Rolex",
	"8": "Tissot",
	"9": "Vacheron Constantin"
	},
	"image_size": 224,
	"initializer_range": 0.02,
	"kernel_qkv": [
	3,
	3,
	3
	],
	"label2id": {
	"Audemars Piguet": 0,
	"Breguet": 1,
	"Breitling": 2,
	"Maurice Lacroix": 3,
	"Omega": 4,
	"Patek Philippe": 5,
	"Rado": 6,
	"Rolex": 7,
	"Tissot": 8,
	"Vacheron Constantin": 9
	},
	"layer_norm_eps": 1e-12,
	"mlp_ratio": [
	4.0,
	4.0,
	4.0
	],
	"model_type": "cvt",
	"num_channels": 3,
	"num_heads": [
	1,
	3,
	6
	],
	"num_stages": 3,
	"padding_kv": [
	1,
	1,
	1
	],
	"padding_q": [
	1,
	1,
	1
	],
	"patch_padding": [
	2,
	1,
	1
	],
	"patch_sizes": [
	7,
	3,
	3
	],
	"patch_stride": [
	4,
	2,
	2
	],
	"pos_embed": [
	false,
	false,
	false
	],
	"problem_type": "single_label_classification",
	"qkv_bias": [
	true,
	true,
	true
	],
	"qkv_projection_method": [
	"dw_bn",
	"dw_bn",
	"dw_bn"
	],
	"stride_kv": [
	2,
	2,
	2
	],
	"stride_q": [
	1,
	1,
	1
	],
	"torch_dtype": "float32",
	"transformers_version": "4.40.0"
	}