python使用realsense2库进行人体姿态识别代码
时间: 2023-04-09 16:01:34 浏览: 119
我可以回答这个问题。您可以使用realsense2库中的姿态跟踪器来进行人体姿态识别。以下是一个使用realsense2库进行人体姿态识别的Python代码示例:
```python
import pyrealsense2 as rs
import numpy as np
# Configure depth and color streams
pipeline = rs.pipeline()
config = rs.config()
config.enable_stream(rs.stream.depth, 640, 480, rs.format.z16, 30)
config.enable_stream(rs.stream.color, 640, 480, rs.format.bgr8, 30)
# Start streaming
pipeline.start(config)
# Create pose tracker
pose_tracker = rs.pose.Pose()
try:
while True:
# Wait for a coherent pair of frames: depth and color
frames = pipeline.wait_for_frames()
depth_frame = frames.get_depth_frame()
color_frame = frames.get_color_frame()
if not depth_frame or not color_frame:
continue
# Convert images to numpy arrays
depth_image = np.asanyarray(depth_frame.get_data())
color_image = np.asanyarray(color_frame.get_data())
# Process pose
pose_data = pose_tracker.process(depth_frame).get_pose_data()
# Print pose data
print("Position: ", pose_data.translation)
print("Rotation: ", pose_data.rotation)
finally:
# Stop streaming
pipeline.stop()
```
这个代码示例使用realsense2库中的姿态跟踪器来获取人体的位置和旋转信息。您可以根据您的需求进行修改和扩展。
阅读全文