🟢 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 0.169750 Success: True Tangential distortion: p1=-0.005713, p2=-0.004916, p3=0.000525, p4=-0.000075 ✓ Tangential correction is significant for corner improvement [✅] Square reference optimization complete. Score: 0.1697 [✅] 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: 493.88563018144515 fy: 494.2157670334166 px: 874.7598664817949 py: 963.3887993212138 k1: 0.04849527832271289 k2: -0.011545836079197952 k3: 0.003283980243640302 k4: -0.0012492967501380303 p1: -0.005713214237176725 p2: -0.00491589535872691 p3: 0.0005245986800498678 p4: -7.461747684098747e-05 scale: 3.017812103894702 rotation: -0.7897876487163319 mmpp: 3.4644571152382224 nmpp: 3464457.1152382223 [🔄] Converting 1249 frames to PTD, creating debug images for 400 calibration frames... 📁 Rigs: 0%| | 0/4 [00:00