small-object-detection/config.json at master · fl16180/small-object-detection · GitHub

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{
    "name": "VOC_SSD",

    "arch": {
        "type": "SSCoD",
        "args": {"n_classes": 21}
    },
    "data_loader": {
        "type": "VOCDataLoader",
        "args":{
            "data_dir": "./data/",
            "image_size": 300,
            "batch_size": 8,
            "shuffle": true,
            "validation_split": 0.0,
            "num_workers": 1,
            "augment": true
        }
    },
    "optimizer": {
        "type": "SGD",
        "args":{
            "lr": 1e-3,
            "momentum": 0.9,
            "weight_decay": 5e-4
        }
    },
    "loss": "MultiBoxLoss",
    "metrics": ["meanAP"],
    "lr_scheduler": {
        "type": "StepLR",
        "args": {
            "step_size": 50,
            "gamma": 0.1
        }
    },
    "trainer": {
        "epochs": 200,

        "save_dir": "saved/",
        "save_period": 1,
        "verbosity": 2,

        "monitor": "min val_loss",
        "early_stop": 10,

        "tensorboardX": true
    }
}