config.json

{
    "model" : {
        "image_h":               416,
        "image_w":               416,
        "anchors":               [0.65,1.33, 2.26,4.31],
        "max_obj":               7,
        "grid_h":                13,
        "grid_w":                13,
        "num_classes":           1,
        "num_boxes":             2,
        "classes":               ["car"],
        "obj_thresh":            0.20,
        "nms_thresh":            0.01,
        "saved_model_name":      "weights_coco.h5",
        "obj_scale":             50,
        "no_obj_scale":          80,
        "coord_scale":           5,
        "class_scale":           1,
        "nb_class":              1,
        "frozen_layers":         [1,2,3,4,5]
    },

    "generator_config" : {
        "IMAGE_H": 416,
        "IMAGE_W": 416,
        "GRID_H": 13,
        "GRID_W": 13,
        "BOX": 2,
        "LABELS": ["car"],
        "CLASS": 1,
        "ANCHORS": [0.65,1.33, 2.26,4.31],
        "BATCH_SIZE": 16,
        "TRUE_BOX_BUFFER": 7
    },

    "plot_model":               true,

    "train" : {
        "enabled":              true,
        "batch_size":           16,
        "learning_rate":        1e-4,
        "nb_epochs":            500,
        "warmup_batches":       0,
        "debug":                true,
        "train_to_val_images":  0.8
    },

    "data" : {
        "annotations_file":    "/data/car_annotations_carla.json",
        "images":              "C:\\Users\\Igor\\Desktop\\CarlaScreenShots\\2019\\",
        "images_width":        1242,
        "images_height":       375
    },

    "test_config" : {
        "obj_threshold" :      0.20,
        "nms_threshold" :      0.01,
        "test_images_path":    "C:\\Users\\Igor\\Desktop\\CarlaScreenShots\\2019\\",
        "training":            false,
        "test_images" : [
            "manual_workspace_233546_as.png",
            "manual_workspace_233552_as.png", "manual_workspace_233624_as.png",
            "manual_workspace_233723_as.png",
            "manual_workspace_233752_as.png"
        ]
    }
}