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darknet_53_imagenet
File size: 4,149 Bytes 
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{
    "module": "keras_hub.src.models.cspnet.cspnet_image_classifier",
    "class_name": "CSPNetImageClassifier",
    "config": {
        "backbone": {
            "module": "keras_hub.src.models.cspnet.cspnet_backbone",
            "class_name": "CSPNetBackbone",
            "config": {
                "name": "csp_net_backbone",
                "trainable": true,
                "stem_filters": 32,
                "stem_kernel_size": 3,
                "stem_strides": 1,
                "stackwise_depth": [
                    1,
                    2,
                    8,
                    8,
                    4
                ],
                "stackwise_strides": 2,
                "stackwise_num_filters": [
                    64,
                    128,
                    256,
                    512,
                    1024
                ],
                "stage_type": "dark",
                "block_type": "dark_block",
                "output_strides": 32,
                "groups": 1,
                "activation": "leaky_relu",
                "bottle_ratio": 0.5,
                "block_ratio": 1.0,
                "expand_ratio": null,
                "stem_padding": "same",
                "stem_pooling": null,
                "avg_down": null,
                "down_growth": null,
                "cross_linear": null,
                "image_shape": [
                    null,
                    null,
                    3
                ],
                "data_format": "channels_last"
            },
            "registered_name": "keras_hub>CSPNetBackbone"
        },
        "preprocessor": {
            "module": "keras_hub.src.models.cspnet.cspnet_image_classifier_preprocessor",
            "class_name": "CSPNetImageClassifierPreprocessor",
            "config": {
                "name": "csp_net_image_classifier_preprocessor",
                "trainable": true,
                "dtype": {
                    "module": "keras",
                    "class_name": "DTypePolicy",
                    "config": {
                        "name": "float32"
                    },
                    "registered_name": null
                },
                "image_converter": {
                    "module": "keras_hub.src.models.cspnet.cspnet_image_converter",
                    "class_name": "CSPNetImageConverter",
                    "config": {
                        "name": "csp_net_image_converter",
                        "trainable": true,
                        "dtype": {
                            "module": "keras",
                            "class_name": "DTypePolicy",
                            "config": {
                                "name": "float32"
                            },
                            "registered_name": null
                        },
                        "image_size": [
                            256,
                            256
                        ],
                        "scale": [
                            0.017124753831663668,
                            0.01750700280112045,
                            0.017429193899782133
                        ],
                        "offset": [
                            -2.1179039301310043,
                            -2.0357142857142856,
                            -1.8044444444444445
                        ],
                        "interpolation": "bicubic",
                        "antialias": false,
                        "crop_to_aspect_ratio": true,
                        "pad_to_aspect_ratio": false,
                        "bounding_box_format": "yxyx"
                    },
                    "registered_name": "keras_hub>CSPNetImageConverter"
                },
                "config_file": "preprocessor.json"
            },
            "registered_name": "keras_hub>CSPNetImageClassifierPreprocessor"
        },
        "name": "csp_net_image_classifier",
        "num_classes": 1000,
        "pooling": "avg",
        "activation": "softmax",
        "dropout": 0.0
    },
    "registered_name": "keras_hub>CSPNetImageClassifier"
}