import csv import math from pathlib import Path input_path = Path('triangulation_observations_with_centers.csv') output_path = Path('triangulation_observations_with_angles.csv') if not input_path.exists(): raise FileNotFoundError(f'Not find input: {input_path.resolve()}') image_width = 1280.0 image_height = 720.0 cx = image_width / 2.0 cy = image_height / 2.0 horizontal_fov_deg = 90.0 vertical_fov_deg = 60.0 fx = (image_width / 2.0) / math.tan(math.radians(horizontal_fov_deg / 2.0)) fy = (image_height / 2.0) / math.tan(math.radians(vertical_fov_deg / 2.0)) with open(input_path, 'r', encoding='utf-8-sig') as f: reader = csv.DictReader(f) rows = list(reader) fieldnames = reader.fieldnames[:] if reader.fieldnames else [] new_fields = ['camera_cx', 'camera_cy', 'fx_px', 'fy_px', 'azimuth_deg', 'elevation_deg'] for col in new_fields: if col not in fieldnames: fieldnames.append(col) computed = 0 missing = 0 for row in rows: row['camera_cx'] = cx row['camera_cy'] = cy row['fx_px'] = round(fx, 6) row['fy_px'] = round(fy, 6) row['azimuth_deg'] = '' row['elevation_deg'] = '' x_str = (row.get('bbox_center_x_px') or '').strip() y_str = (row.get('bbox_center_y_px') or '').strip() if not x_str or not y_str: missing += 1 continue x = float(x_str) y = float(y_str) dx = x - cx dy = y - cy azimuth_deg = math.degrees(math.atan(dx / fx)) elevation_deg = -math.degrees(math.atan(dy / fy)) row['azimuth_deg'] = round(azimuth_deg, 6) row['elevation_deg'] = round(elevation_deg, 6) computed += 1 with open(output_path, 'w', newline='', encoding='utf-8-sig') as f: writer = csv.DictWriter(f, fieldnames=fieldnames) writer.writeheader() writer.writerows(rows) print(f'Đã tạo: {output_path}') print(f'Tổng số dòng: {len(rows)}') print(f'Số dòng tính được góc: {computed}') print(f'Số dòng thiếu center pixel: {missing}') print(f'Giả định camera: HFOV={horizontal_fov_deg}°, VFOV={vertical_fov_deg}°') print(f'fx={fx:.3f}px, fy={fy:.3f}px, cx={cx:.1f}, cy={cy:.1f}')