🟢 Starting Calibration Pipeline === Processing MDC031_W011(6)_2025-08-11 === ------------------------------------------------------------------- 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 60 total sampled bright frames Computing max image from bright frames: 0%| | 0/60 [00:00 0.203594 Success: True Tangential distortion: p1=-0.001755, p2=-0.010000, p3=0.000767, p4=0.001606 ✓ Tangential correction is significant for corner improvement [✅] Square reference optimization complete. Score: 0.2036 [✅] Parameters copied to: /working/MDC031_W011(6)_2025-08-11/calibration/params.json [📌] Selecting best parameters... [✅] Saved final refined parameters. ------------------------------------------------------------------- Step 3: Undistortion ------------------------------------------------------------------- [DEBUG] Parameters being applied to PTD conversion: fx: 541.9449742436808 fy: 542.5205859636671 px: 1038.801310982309 py: 730.1003176050547 k1: -0.008646966070344016 k2: -0.0025580707170987987 k3: 0.002161656309713145 k4: -0.0009071650646498987 p1: -0.0017549693636668814 p2: -0.01 p3: 0.0007673127861146719 p4: 0.0016058377288128008 scale: 2.9799648025145853 rotation: 0.403194405301798 mmpp: 3.4199578307978697 nmpp: 3419957.8307978697 [🔄] Converting 1864 frames to PTD, creating debug images for 400 calibration frames... 📁 Rigs: 0%| | 0/4 [00:00