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swin_tiny_patch4_window7_224

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swin_tiny_patch4_window7_224
File size: 4,206 Bytes
0877b79
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
    "module": "keras_hub.src.models.swin_transformer.swin_transformer_image_classifier",
    "class_name": "SwinTransformerImageClassifier",
    "config": {
        "backbone": {
            "module": "keras_hub.src.models.swin_transformer.swin_transformer_backbone",
            "class_name": "SwinTransformerBackbone",
            "config": {
                "name": "swin_transformer_backbone",
                "trainable": true,
                "dtype": {
                    "module": "keras",
                    "class_name": "DTypePolicy",
                    "config": {
                        "name": "float32"
                    },
                    "registered_name": null
                },
                "image_shape": [
                    224,
                    224,
                    3
                ],
                "patch_size": 4,
                "embed_dim": 96,
                "depths": [
                    2,
                    2,
                    6,
                    2
                ],
                "num_heads": [
                    3,
                    6,
                    12,
                    24
                ],
                "window_size": 7,
                "mlp_ratio": 4.0,
                "qkv_bias": true,
                "dropout_rate": 0.0,
                "attention_dropout": 0.0,
                "drop_path": 0.1,
                "patch_norm": true,
                "data_format": "channels_last"
            },
            "registered_name": "keras_hub>SwinTransformerBackbone"
        },
        "preprocessor": {
            "module": "keras_hub.src.models.swin_transformer.swin_transformer_image_classifier_preprocessor",
            "class_name": "SwinTransformerImageClassifierPreprocessor",
            "config": {
                "name": "swin_transformer_image_classifier_preprocessor",
                "trainable": true,
                "dtype": {
                    "module": "keras",
                    "class_name": "DTypePolicy",
                    "config": {
                        "name": "float32"
                    },
                    "registered_name": null
                },
                "image_converter": {
                    "module": "keras_hub.src.models.swin_transformer.swin_transformer_image_converter",
                    "class_name": "SwinTransformerImageConverter",
                    "config": {
                        "name": "swin_transformer_image_converter",
                        "trainable": true,
                        "dtype": {
                            "module": "keras",
                            "class_name": "DTypePolicy",
                            "config": {
                                "name": "float32"
                            },
                            "registered_name": null
                        },
                        "image_size": [
                            224,
                            224
                        ],
                        "scale": [
                            0.017124753831663668,
                            0.01750700280112045,
                            0.017429193899782133
                        ],
                        "offset": [
                            -2.1179039301310043,
                            -2.0357142857142856,
                            -1.8044444444444445
                        ],
                        "interpolation": "bicubic",
                        "antialias": true,
                        "crop_to_aspect_ratio": false,
                        "pad_to_aspect_ratio": false,
                        "bounding_box_format": "yxyx"
                    },
                    "registered_name": "keras_hub>SwinTransformerImageConverter"
                },
                "config_file": "preprocessor.json"
            },
            "registered_name": "keras_hub>SwinTransformerImageClassifierPreprocessor"
        },
        "name": "swin_transformer_image_classifier",
        "num_classes": 1000,
        "pooling": "gap",
        "activation": null,
        "dropout": 0.0
    },
    "registered_name": "keras_hub>SwinTransformerImageClassifier"
}