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face_and_mobile_detection

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face_and_mobile_detection
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{
    "backbone": "MobileNetV2",
    "input_shape": [
        224,
        224,
        3
    ],
    "num_classes": 2,
    "anchor_boxes": [
        [
            0.1,
            0.1,
            0.2,
            0.2
        ],
        [
            0.3,
            0.3,
            0.4,
            0.4
        ],
        [
            0.5,
            0.5,
            0.6,
            0.6
        ],
        [
            0.7,
            0.7,
            0.8,
            0.8
        ],
        [
            0.9,
            0.9,
            1.0,
            1.0
        ]
    ],
    "detection_head": {
        "num_filters": 256,
        "dropout_rate": 0.3
    },
    "optimizer": {
        "name": "Adam",
        "learning_rate": 0.001,
        "weight_decay": 0.0001
    },
    "loss": {
        "classification_loss": "binary_crossentropy",
        "localization_loss": "smooth_l1",
        "loss_weights": {
            "classification": 1.0,
            "localization": 1.0
        }
    },
    "training": {
        "epochs": 50,
        "early_stopping_patience": 10,
        "reduce_lr_patience": 5,
        "reduce_lr_factor": 0.1
    }
}