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SpotMicroESP32-Leika/simulation/sensors/camera.py
T
2024-03-05 11:35:10 +01:00

58 lines
2.3 KiB
Python

import cv2
import numpy as np
import pybullet as pb
import sys
sys.path.append("../../../")
from raspberry_pi.src.Camera.CameraBase import CameraBase
viewMatrix = pb.computeViewMatrix(
cameraEyePosition=[0, 0, 1],
cameraTargetPosition=[0, 0, 0],
cameraUpVector=[0, 1, 0])
projectionMatrix = pb.computeProjectionMatrixFOV(
fov=160, aspect=1.0, nearVal=0.1, farVal=150.0)
class PyBulletCamera(CameraBase):
def __init__(self, view_matrix=viewMatrix, projection_matrix=projectionMatrix, width=640, height=480):
"""
Initializes the camera with PyBullet view and projection matrices.
:param view_matrix: The view matrix for the camera in PyBullet.
:param projection_matrix: The projection matrix for the camera.
:param width: Width of the camera image.
:param height: Height of the camera image.
"""
self.view_matrix = view_matrix
self.projection_matrix = projection_matrix
self.width = width
self.height = height
def get_image(self):
"""
Captures an image from the PyBullet simulation.
:return: An image frame captured from PyBullet.
"""
# Capture an image from the simulation
_, _, px, _, _ = pb.getCameraImage(
width=self.width, height=self.height,
viewMatrix=self.view_matrix,
projectionMatrix=self.projection_matrix)
# Convert PyBullet's RGBA image to an OpenCV BGR image
rgb_image = np.array(px, dtype=np.uint8)
rgb_image = np.reshape(rgb_image, (self.height, self.width, -1))
bgr_image = cv2.cvtColor(rgb_image, cv2.COLOR_RGBA2BGR)
return bgr_image
def update_view_matrix(self, model_id):
position, orientation = pb.getBasePositionAndOrientation(model_id)
position = [position[0], position[1]-0.1, position[2]]
orientation = [orientation[0], orientation[1], orientation[2]]
# Calculate the camera's view matrix based on the new position and orientation
camera_eye_pos = position # This should be adjusted based on your specific relative position requirements
camera_target_pos = [position[0] + orientation[0], position[1] + orientation[1], position[2] + orientation[2]]
self.view_matrix = pb.computeViewMatrix(camera_eye_pos, camera_target_pos, [0, 1, 0])