added visualization code, generated

This commit is contained in:
2025-08-04 12:20:31 +02:00
parent 880a15b960
commit b1d1ad517a
2 changed files with 188 additions and 0 deletions

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visualization.py Normal file
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import serial
import numpy as np
import matplotlib.pyplot as plt
from mpl_toolkits.mplot3d.art3d import Poly3DCollection
from matplotlib.animation import FuncAnimation
import re
# Serial settings (change COM port and baud rate as needed)
SERIAL_PORT = 'COM3' # e.g., 'COM3' on Windows or '/dev/ttyUSB0' on Linux/Mac
BAUD_RATE = 9600
# Open serial connection
ser = serial.Serial(SERIAL_PORT, BAUD_RATE, timeout=1)
# Parse "roll: xx, pitch: xx, yaw: xx"
def parse_data(line):
match = re.search(r'roll:\s*(-?\d+\.?\d*),\s*pitch:\s*(-?\d+\.?\d*),\s*yaw:\s*(-?\d+\.?\d*)', line)
if match:
roll = float(match.group(1))
pitch = float(match.group(2))
yaw = float(match.group(3))
return roll, pitch, yaw
return None
def euler_to_rotation_matrix(roll, pitch, yaw):
roll = np.radians(roll)
pitch = np.radians(pitch)
yaw = np.radians(yaw)
Rx = np.array([[1, 0, 0],
[0, np.cos(roll), -np.sin(roll)],
[0, np.sin(roll), np.cos(roll)]])
Ry = np.array([[np.cos(pitch), 0, np.sin(pitch)],
[0, 1, 0],
[-np.sin(pitch), 0, np.cos(pitch)]])
Rz = np.array([[np.cos(yaw), -np.sin(yaw), 0],
[np.sin(yaw), np.cos(yaw), 0],
[0, 0, 1]])
return Rz @ Ry @ Rx
def create_box():
l, w, h = 1, 0.5, 0.2
return np.array([
[-l/2, -w/20, -h/2],
[ l/2, -w/2, -h/2],
[ l/2, w/2, -h/2],
[-l/2, w/20, -h/2],
[-l/2, -w/20, h/2],
[ l/2, -w/2, h/2],
[ l/2, w/2, h/2],
[-l/2, w/20, h/2],
])
def get_faces(vertices):
return [
[vertices[j] for j in [0,1,2,3]],
[vertices[j] for j in [4,5,6,7]],
[vertices[j] for j in [0,1,5,4]],
[vertices[j] for j in [2,3,7,6]],
[vertices[j] for j in [1,2,6,5]],
[vertices[j] for j in [3,0,4,7]],
]
# Create plot
fig = plt.figure()
ax = fig.add_subplot(111, projection='3d')
box = create_box()
collection = Poly3DCollection([], facecolors='skyblue', edgecolors='black', alpha=0.8)
ax.add_collection3d(collection)
ax.set_xlim([-1, 1])
ax.set_ylim([-1, 1])
ax.set_zlim([-1, 1])
ax.set_xlabel("X")
ax.set_ylabel("Y")
ax.set_zlabel("Z")
ax.view_init(elev=30, azim=45)
# Animation update function
def update(frame):
line = ser.readline().decode('utf-8').strip()
result = parse_data(line)
if result:
roll, pitch, yaw = result
R = euler_to_rotation_matrix(roll, pitch, yaw)
rotated_box = box @ R.T
faces = get_faces(rotated_box)
collection.set_verts(faces)
ax.set_title(f"Roll={roll:.1f}°, Pitch={pitch:.1f}°, Yaw={yaw:.1f}°")
ani = FuncAnimation(fig, update, interval=50)
plt.tight_layout()
plt.show()

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import numpy as np
import matplotlib.pyplot as plt
from mpl_toolkits.mplot3d.art3d import Poly3DCollection
def euler_to_rotation_matrix(roll, pitch, yaw):
# Convert to radians
roll = np.radians(roll)
pitch = np.radians(pitch)
yaw = np.radians(yaw)
# Rotation matrices
Rx = np.array([
[1, 0, 0],
[0, np.cos(roll), -np.sin(roll)],
[0, np.sin(roll), np.cos(roll)]
])
Ry = np.array([
[np.cos(pitch), 0, np.sin(pitch)],
[0, 1, 0],
[-np.sin(pitch), 0, np.cos(pitch)]
])
Rz = np.array([
[np.cos(yaw), -np.sin(yaw), 0],
[np.sin(yaw), np.cos(yaw), 0],
[0, 0, 1]
])
return Rz @ Ry @ Rx # ZYX order
def create_box():
# Define 8 corners of a box centered at origin
l, w, h = 1, 0.5, 0.2 # length, width, height
corners = np.array([
[-l/2, -w/20, -h/2],
[ l/2, -w/2, -h/2],
[ l/2, w/2, -h/2],
[-l/2, w/20, -h/2],
[-l/2, -w/20, h/2],
[ l/2, -w/2, h/2],
[ l/2, w/2, h/2],
[-l/2, w/20, h/2],
])
return corners
def get_faces(vertices):
# Faces defined by vertices index
faces = [
[vertices[j] for j in [0,1,2,3]], # Bottom
[vertices[j] for j in [4,5,6,7]], # Top
[vertices[j] for j in [0,1,5,4]], # Front
[vertices[j] for j in [2,3,7,6]], # Back
[vertices[j] for j in [1,2,6,5]], # Right
[vertices[j] for j in [3,0,4,7]], # Left
]
return faces
def plot_box(roll, pitch, yaw):
box = create_box()
R = euler_to_rotation_matrix(roll, pitch, yaw)
# Rotate box
rotated_box = box @ R.T # Apply rotation
faces = get_faces(rotated_box)
fig = plt.figure()
ax = fig.add_subplot(111, projection='3d')
# Draw box
ax.add_collection3d(Poly3DCollection(faces, facecolors='skyblue', edgecolors='black', linewidths=1, alpha=0.9))
# Axis setup
ax.set_xlim([-1, 1])
ax.set_ylim([-1, 1])
ax.set_zlim([-1, 1])
ax.set_xlabel('X')
ax.set_ylabel('Y')
ax.set_zlabel('Z')
ax.set_title(f"3D Box Orientation\nRoll={roll}°, Pitch={pitch}°, Yaw={yaw}°")
ax.view_init(elev=30, azim=45)
plt.tight_layout()
plt.show()
# Example usage
if __name__ == "__main__":
roll = float(input("Enter roll (degrees): "))
pitch = float(input("Enter pitch (degrees): "))
yaw = float(input("Enter yaw (degrees): "))
plot_box(roll, pitch, yaw)