inferencer_config{ # defining target class names for the experiment. # Note: This must be mentioned in order of the networks classes. target_classes: "vad" target_classes: "sgn" target_classes: "tsa" target_classes: "tel" target_classes: "xng" target_classes: "jp6" target_classes: "tdb" target_classes: "vov" target_classes: "von" target_classes: "sig" target_classes: "peo" target_classes: "ash" target_classes: "del" target_classes: "sld" # Inference dimensions. image_width: 1920 image_height: 1088 # Must match what the model was trained for. image_channels: 3 batch_size: 20 gpu_index: 0 # model handler config tlt_config{ model: "/workspace/tao-experiments/detectnet_v2/experiment_dir_retrain/weights/resnet18_detector_pruned.tlt" } } bbox_handler_config{ kitti_dump: true disable_overlay: false overlay_linewidth: 2 classwise_bbox_handler_config{ key:"vad" value: { confidence_model: "aggregate_cov" output_map: "vad" bbox_color{ R: 26 G: 147 B: 52 } clustering_config{ clustering_algorithm: DBSCAN coverage_threshold: 0.005 dbscan_eps: 0.3 dbscan_min_samples: 0.05 dbscan_confidence_threshold: 0.9 minimum_bounding_box_height: 4 } } } classwise_bbox_handler_config{ key:"sgn" value: { confidence_model: "aggregate_cov" output_map: "sgn" bbox_color{ R: 0 G: 147 B: 233 } clustering_config{ clustering_algorithm: DBSCAN coverage_threshold: 0.005 dbscan_eps: 0.3 dbscan_min_samples: 0.05 dbscan_confidence_threshold: 0.9 minimum_bounding_box_height: 4 } } } classwise_bbox_handler_config{ key:"tsa" value: { confidence_model: "aggregate_cov" output_map: "tsa" bbox_color{ R: 255 G: 233 B: 0 } clustering_config{ clustering_algorithm: DBSCAN coverage_threshold: 0.005 dbscan_eps: 0.3 dbscan_min_samples: 0.05 dbscan_confidence_threshold: 0.9 minimum_bounding_box_height: 4 } } } classwise_bbox_handler_config{ key:"tel" value: { confidence_model: "aggregate_cov" output_map: "tel" bbox_color{ R: 40 G: 127 B: 255 } clustering_config{ clustering_algorithm: DBSCAN coverage_threshold: 0.005 dbscan_eps: 0.3 dbscan_min_samples: 0.05 dbscan_confidence_threshold: 0.9 minimum_bounding_box_height: 4 } } } classwise_bbox_handler_config{ key:"xng" value: { confidence_model: "aggregate_cov" output_map: "xng" bbox_color{ R: 100 G: 115 B: 255 } clustering_config{ clustering_algorithm: DBSCAN coverage_threshold: 0.005 dbscan_eps: 0.3 dbscan_min_samples: 0.05 dbscan_confidence_threshold: 0.9 minimum_bounding_box_height: 4 } } } classwise_bbox_handler_config{ key:"jp6" value: { confidence_model: "aggregate_cov" output_map: "jp6" bbox_color{ R: 255 G: 112 B: 31 } clustering_config{ clustering_algorithm: DBSCAN coverage_threshold: 0.005 dbscan_eps: 0.3 dbscan_min_samples: 0.05 dbscan_confidence_threshold: 0.9 minimum_bounding_box_height: 4 } } } classwise_bbox_handler_config{ key:"tdb" value: { confidence_model: "aggregate_cov" output_map: "tdb" bbox_color{ R: 255 G: 169 B: 49 } clustering_config{ clustering_algorithm: DBSCAN coverage_threshold: 0.005 dbscan_eps: 0.3 dbscan_min_samples: 0.05 dbscan_confidence_threshold: 0.9 minimum_bounding_box_height: 4 } } } classwise_bbox_handler_config{ key:"vov" value: { confidence_model: "aggregate_cov" output_map: "vov" bbox_color{ R: 19 G: 204 B: 23 } clustering_config{ clustering_algorithm: DBSCAN coverage_threshold: 0.005 dbscan_eps: 0.3 dbscan_min_samples: 0.05 dbscan_confidence_threshold: 0.9 minimum_bounding_box_height: 4 } } } classwise_bbox_handler_config{ key:"von" value: { confidence_model: "aggregate_cov" output_map: "von" bbox_color{ R: 146 G: 204 B: 23 } clustering_config{ clustering_algorithm: DBSCAN coverage_threshold: 0.005 dbscan_eps: 0.3 dbscan_min_samples: 0.05 dbscan_confidence_threshold: 0.9 minimum_bounding_box_height: 4 } } } classwise_bbox_handler_config{ key:"sig" value: { confidence_model: "aggregate_cov" output_map: "sig" bbox_color{ R: 255 G: 55 B: 199 } clustering_config{ clustering_algorithm: DBSCAN coverage_threshold: 0.005 dbscan_eps: 0.3 dbscan_min_samples: 0.05 dbscan_confidence_threshold: 0.9 minimum_bounding_box_height: 4 } } } classwise_bbox_handler_config{ key:"peo" value: { confidence_model: "aggregate_cov" output_map: "peo" bbox_color{ R: 211 G: 58 B: 255 } clustering_config{ clustering_algorithm: DBSCAN coverage_threshold: 0.005 dbscan_eps: 0.3 dbscan_min_samples: 0.05 dbscan_confidence_threshold: 0.9 minimum_bounding_box_height: 4 } } } classwise_bbox_handler_config{ key:"ash" value: { confidence_model: "aggregate_cov" output_map: "ash" bbox_color{ R: 255 G: 56 B: 56 } clustering_config{ clustering_algorithm: DBSCAN coverage_threshold: 0.005 dbscan_eps: 0.3 dbscan_min_samples: 0.05 dbscan_confidence_threshold: 0.9 minimum_bounding_box_height: 4 } } } classwise_bbox_handler_config{ key:"del" value: { confidence_model: "aggregate_cov" output_map: "del" bbox_color{ R: 255 G: 255 B: 255 } clustering_config{ clustering_algorithm: DBSCAN coverage_threshold: 0.005 dbscan_eps: 0.3 dbscan_min_samples: 0.05 dbscan_confidence_threshold: 0.9 minimum_bounding_box_height: 4 } } } classwise_bbox_handler_config{ key:"sld" value: { confidence_model: "aggregate_cov" output_map: "sld" bbox_color{ R: 94 G: 249 B: 255 } clustering_config{ clustering_algorithm: DBSCAN coverage_threshold: 0.005 dbscan_eps: 0.3 dbscan_min_samples: 0.05 dbscan_confidence_threshold: 0.9 minimum_bounding_box_height: 4 } } } classwise_bbox_handler_config{ key:"default" value: { confidence_model: "aggregate_cov" bbox_color{ R: 0 G: 0 B: 0 } clustering_config{ clustering_algorithm: DBSCAN dbscan_confidence_threshold: 0.9 coverage_threshold: 0.005 dbscan_eps: 0.3 dbscan_min_samples: 0.05 minimum_bounding_box_height: 4 } } } }