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defaults.json
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defaults.json
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{
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"num_classes": 90,
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"first_stage_regularizer_weight": 0.0,
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"first_stage_nms_iou_threshold": 0.7,
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"second_stage_nms_score_threshold": 0.0,
"second_stage_nms_iou_threshold": 0.6,
"second_stage_max_detections_per_class": 100,
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"second_stage_localization_loss_weight": 2.0,
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},
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},
"frcnn-res101-low": {
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},
"frcnn-nas-coco": {
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},
"ssd-mobilenet-v1-coco2": {
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"second_stage_num_layers_before_predictor": 0,
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"second_stage_dropout_kernel_size": 3,
"second_stage_dropout_box_code_size": 4,
"anchor_generator_num_layers": 6,
"anchor_generator_min_scale": 0.2,
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"second_stage_nms_score_threshold": 0.3,
"second_stage_nms_iou_threshold": 0.6,
"second_stage_max_detections_per_class": 100,
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"second_stage_localization_loss_weight": 1.0,
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},
"ssd-mobilenet-v2-coco": {
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"num_steps": 15000,
"num_classes": 90,
"initial_learning_rate": 0.004,
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"image_height": 300,
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"depth_multiplier": 1.0,
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"boxcoder_y_scale": 10.0,
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"boxcoder_height_scale": 5.0,
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"matched_threshold": 0.5,
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"second_stage_initializer_mean": 0.0,
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"second_stage_min_depth": 0,
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"anchor_generator_num_layers": 6,
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"second_stage_nms_score_threshold": 0.3,
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},
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}
}