Three ABC models in your geometry pipeline.
Loading the saved ABC trial…
These are ideal CAD models, not measured production scans. The STEP download supplies no Moltex Excel conditions, OK/NG class, defect CSV, or node-risk targets. Geometry preprocessing and saved-checkpoint inference are tested here; supervised defect training and BCE/AP/IoU evaluation require appropriate labels.
Downloads and source models
Checking archive integrity records…
The first three list entries are archives, each covering 10,000 models. Only the first three distinct model IDs from archive 0000 were extracted and processed. Each archive’s exact byte count and MD5 are checked against the official metadata.
Inspect the actual CAD and model inputs
02 / Actual preprocessing input
03 / Saved-model inference
Drag to orbit · scroll to zoom · right-drag to pan. Views share the CAD’s physical proportions; display framing does not normalize or alter saved model input coordinates. Blue → red shows probability; grey indicates unavailable output/coverage.
Show the saved input tensor contracts
Can these CADs be used with your models?
| Pipeline stage | ABC trial | Meaning |
|---|---|---|
| STEP → point/graph/image/voxel/B-Rep inputs | Same preprocessing functions | Actual native arrays, mappings, validity masks and hashes are saved. |
| Excel condition vector | 101 missing values + 101 false validity flags | The existing 202-dimensional conditioning contract is preserved; no process measurements are invented. |
| Saved checkpoint inference | Loading runtime checks… | Successful execution proves input/runtime compatibility, not prediction quality on this new data domain. |
| Current defect training / BCE / AP / IoU | Unavailable: no defect targets | ABC CADs are not automatically healthy/OK. They have no supervised defect accuracy here. |
| Geometry pretraining | Suitable geometry source to explore | Surface reconstruction, normals and CAD-face/patch tasks can use its geometry; those training objectives need to be added before fine-tuning for Moltex defects. |
| Scan/CAD matching | Not applicable to these STEP-only files | No measured scanner surface was supplied. |
ABC IDs 00000001 and 00000002 share the same original document ID. Group related parts by source document before any future ABC training/test split. This trial performs no ABC training or validation split.