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Fundamental Image Processing Techniques Using OpenCV and Python

Core Image I/O and Channel Manipulation Loading visual data and managing color channels are foundational steps. OpenCV defaults to BGR ordering, requiirng explicit channel management for RGB workflows. import cv2 import numpy as np def demonstrate_channel_operations(): source_path = "sample_ima...

Implementing the ADD-S Metric for 6D Pose Comparison in Python

import numpy as np def compute_add_s(ground_truth_pose, predicted_pose, model_points): """ Calculate the ADD-S metric for 6D pose comparison. Parameters: ground_truth_pose: 4x4 transformation matrix for ground truth pose predicted_pose: 4x4 transformation matrix for predicted pose mod...