🟢 Starting Calibration Pipeline === Processing MDCP3D-SL-006_W040(6)_2026-03-05 === ------------------------------------------------------------------- Step 1: Digitization ------------------------------------------------------------------- [🔄] Full PTD mode: Processing ALL images then creating calibration subset [📸] Digitizing ALL images... [📸] Full dataset mode: Processing ALL images (no debug visualizations) [INFO] Found 4 las0.zip files to process Processing Rigs: 0%| | 0/4 [00:00 Calculating the casing center ... [INFO] Using 80 total sampled bright frames Computing max image from bright frames: 0%| | 0/80 [00:00 0.175846 Success: True Tangential distortion: p1=-0.006430, p2=-0.005342, p3=0.000561, p4=0.000024 ✓ Tangential correction is significant for corner improvement [✅] Square reference optimization complete. Score: 0.1758 [✅] Parameters copied to: /working/MDCP3D-SL-006_W040(6)_2026-03-05/calibration/params.json [📌] Selecting best parameters... [✅] Saved final refined parameters. ------------------------------------------------------------------- Step 3: Undistortion ------------------------------------------------------------------- [DEBUG] Parameters being applied to PTD conversion: fx: 525.057109724373 fy: 525.4079599426105 px: 874.7111130722456 py: 963.2246745658953 k1: 0.006727798188738792 k2: -0.0003198594410161539 k3: -0.0009362473128987559 k4: -0.00023371637801120285 p1: -0.006430339087993409 p2: -0.005342446869759459 p3: 0.0005614232028866278 p4: 2.3629836368761527e-05 scale: 3.0207808646802827 rotation: -0.7905571888876746 mmpp: 3.4641653679191577 nmpp: 3464165.3679191577 [🔄] Converting 1249 frames to PTD, creating debug images for 400 calibration frames... 📁 Rigs: 0%| | 0/4 [00:00