MOLTEX / V2
Data & model inspectorLoading saved run…
Loading dataset catalogue…
Loading whole-shape fit and orientation evidence…
01 / CAD

Drag to rotate · scroll to zoom · right-drag to pan

02 / SCANMeasured scanner surface · native frame

03 / OVERLAY & INPUTCAD coordinates

Click a CAD node in an overlay to inspect its exact features, label and model output.

Scores follow the latest size sweep, independently of the dataset selected above. Open scores in a separate page ↗

MATCH BY HAND · FILE CONNECTIONS

Connect each CAD to its scan, CSV, and Excel files.

Choose files in the table or drag them from the file browser into a matching column. Click Preview to inspect a row.

Open Match by hand to load the source catalogue.

Source file browser · drag a file into its table column

SELECTED MATCH

Select a match row to preview its files.

CAD
SCAN

ORIGINAL SCANNER IMAGE

Annotation CSV

Process Excel

Saved to /workspace/moltex-experiments/poc_experiments_v2/hand-matched/file-matches.csv. File connections are saved separately from geometry alignment and training labels.

ANNOTATION EVIDENCE

See what is labeled, and where.

CAD overlay evidence

No pixel-to-CAD mapping is loaded.

Mapping JSON format
{
 "dataset_id": "selected dataset ID",
 "geometry_sha256": "selected geometry hash",
 "evidence": "calibration or mapping reference",
 "annotations": [
   {"csv_row": 0, "position_mm": [100, 20, 50]}
 ],
 "scan_to_cad": [[1,0,0,0],[0,1,0,0],
                 [0,0,1,0],[0,0,0,1]]
}

Rows use zero-based CSV indices. Either annotations or scan_to_cad may be omitted. Imported mappings affect inspection only; they do not create training labels.

PERSISTENT HAND MATCHES

Select rows, edit coordinates, connect landmarks.

Scan ↔ CAD landmark pairs

Choose a pair, select “Pick scan,” then click 02 / SCAN. Select “Pick CAD,” then click the same feature in 01 / CAD. Three or more pairs can solve the rigid alignment.

Source CSV columns

Original source rows are preserved in every saved CSV. Choose which rows to save using the checkboxes below; blanks remain an unmapped draft.

Save location: /workspace/moltex-experiments/poc_experiments_v2/hand-matched

Choose an active row; its marker is highlighted in the overlay and source image.

Scan-image pixel editor

Source pixel coordinates are preserved while zooming and panning. Draw or place a row, then project its pixel through the measured height raster.

ACTUAL SAVED INPUTS

What enters the model.

Image tensor channels · CNN / FNO

Select Model inputs to load image tensors.

B-Rep face UV grids · UV-Net

Process conditions & the scaled model vector

Temperature channels divide by 500; seconds divide by 100; other values use sign(x)·log(1+|x|). Missing values have a separate validity mask. The process vector is [scaled values, validity flags].

EXECUTION EVIDENCE

Results, losses, and training blockers.

Full diagnosis ↗
TRACEABLE ARTIFACTS

Files behind this view.