From 5ba7ea9b644487f0350a576a4cb85e7bfb5effef Mon Sep 17 00:00:00 2001 From: KOSASIH Date: Sat, 3 Aug 2024 13:15:03 +0700 Subject: [PATCH] Create vr_ar_integrations.py --- .../vr_ar_integrations.py | 23 +++++++++++++++++++ 1 file changed, 23 insertions(+) create mode 100644 blockchain_integration/pi_network/pi_network_university/vr_ar_integrations.py diff --git a/blockchain_integration/pi_network/pi_network_university/vr_ar_integrations.py b/blockchain_integration/pi_network/pi_network_university/vr_ar_integrations.py new file mode 100644 index 000000000..918f89ef3 --- /dev/null +++ b/blockchain_integration/pi_network/pi_network_university/vr_ar_integrations.py @@ -0,0 +1,23 @@ +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