config.template.json

{
    "T": 5,
    "K": 540,
    "landmark_n": 27,
    "tree_depth": 4,
    "random_shift": 0.02,
    "image_size": {
        "multi_scale": false,
        "origin_size": 48,
        "half_size": 36,
        "quarter_size": 24
    },
    "hard_negative_mining": {
        "mining_th": [0.2, 0.2, 0.2, 0.2, 0.2],
        "min_size": 32,
        "factor": 1.3,
        "step_ratio": 0.5
    },
    "stages": {
        "feature_pool_size": [2000, 2000, 2000, 2000, 2000],
        "random_sample_radius": [0.3, 0.2, 0.15, 0.12, 0.1],
        "classification_p": [0.9, 0.8, 0.7, 0.6, 0.5],
        "recall": [0.99, 0.99, 0.99, 0.99, 0.99],
        "drop_n": [1, 1, 1, 1, 1],
        "neg_pos_ratio": [1.0, 1.0, 1.0, 1.0, 1.0],
        "score_normalization_step": [10, 10, 10, 10, 10]
    },
    "data": {
        "use_hard": false,
        "face": "../data/face.txt",
        "background": ["../data/hd.txt", "../data/background1.txt", "../data/background2.txt"],
        "test": "../data/test.txt"
    },
    "fddb": {
        "dir": "../data/fddb",
        "out": true,
        "nms": true,
        "draw_score": true,
        "draw_shape": true,
        "minimum_size": 20,
        "step": 5,
        "scale": 1.3,
        "overlap": 0.3,
        "method": 0
    },
    "cart": {
        "restart": {
            "on": false,
            "th": [0.001, 0.001, 0.001, 0.001, 0.001],
            "times": 5
        }
    },
    "face": {
        "online_augment": false,
        "symmetric_landmarks": {
            "offset": 1,
            "left": [1, 2, 5, 6, 7, 8, 9, 19, 22],
            "right": [4, 3, 12, 11, 10, 13, 14, 21, 23]
        },
        "pupils": {
            "offset": 1,
            "left": [9],
            "right": [14]
        },
        "similarity_transform": false
    },
    "resume": {
        "model": "../model/jda_xxx.model",
        "data": "../data/data_xxx.data"
    },
    "snapshot_iter": 600
}