OpenPCDet LiDar Object Detection Node #512
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Apr 4, 2024 in 0s
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src/perception/lidar_object_detection/lidar_object_detection/lidar_object_detection/lidar_object_detection_node.py#L1-L26
# pylint: disable=wrong-import-position
+from sensor_msgs.msg import PointCloud2, PointField
+from vision_msgs.msg import ObjectHypothesisWithPose, Detection3D, Detection3DArray
+from visualization_msgs.msg import Marker, MarkerArray
+import torch
+import numpy as np
+from rclpy.node import Node
+import rclpy
+import argparse
+import sys
+from pcdet.config import cfg, cfg_from_yaml_file
+from pcdet.datasets import DatasetTemplate
+from pcdet.models import build_network, load_data_to_gpu
+from pcdet.utils import common_utils
sys.path.append("/home/bolty/OpenPCDet")
-from pcdet.utils import common_utils
-from pcdet.models import build_network, load_data_to_gpu
-from pcdet.datasets import DatasetTemplate
-from pcdet.config import cfg, cfg_from_yaml_file
-import sys
-import argparse
-import rclpy
-from rclpy.node import Node
-import numpy as np
-import torch
-from visualization_msgs.msg import Marker, MarkerArray
-from vision_msgs.msg import ObjectHypothesisWithPose, Detection3D, Detection3DArray
-from sensor_msgs.msg import PointCloud2, PointField
class LidarObjectDetection(Node):
def __init__(self):
super().__init__('lidar_object_detection')
- self.declare_parameter("model_path", "/home/bolty/OpenPCDet/models/transfusion_trained_model.pth")
- self.declare_parameter("model_config_path", "/home/bolty/OpenPCDet/tools/cfgs/nuscenes_models/transfusion_lidar.yaml")
+ self.declare_parameter(
+ "model_path", "/home/bolty/OpenPCDet/models/transfusion_trained_model.pth")
+ self.declare_parameter(
+ "model_config_path", "/home/bolty/OpenPCDet/tools/cfgs/nuscenes_models/transfusion_lidar.yaml")
self.declare_parameter("lidar_topic", "/velodyne_points")
self.model_path = self.get_parameter("model_path").value
self.model_config_path = self.get_parameter("model_config_path").value
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