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Create vr_ar_integrations.py
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KOSASIH authored Aug 3, 2024
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import cv2
import numpy as np
from sklearn.decomposition import PCA

# Load VR/AR model
model = cv2.imread('models/vr_ar_model.obj')

# Define VR/AR integration function
def integrate_vr_ar(course_data):
# Extract features from course data
features = np.array([course_data['feature1'], course_data['feature2'], ...])

# Apply PCA to reduce dimensionality
pca = PCA(n_components=3)
features_pca = pca.fit_transform(features)

# Create 3D points from PCA features
points = np.array([features_pca[:, 0], features_pca[:, 1], features_pca[:, 2]]).T

# Render 3D points using VR/AR model
rendered_image = cv2.render(points, model)

return rendered_image

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