This is a porosity weld recognition model. It runs on a video stream capturing welding tip and reports whether no welding is happening, produced weld is good or weld is porous.
| Metric | Value |
|---|---|
| Clip classification accuracy | 97.14% (internal test set) |
| Temporal smoothing window size | 16 |
| GFlops | 3.636 |
| MParams | 11.173 |
| Source framework | PyTorch* |
Image, name: input, shape: 1, 3, 224, 224 in the format B, C, H, W, where:
B- batch sizeC- number of channelsH- image heightW- image width
Expected color order is BGR.
The features is a blob with the shape 1, 3 containing logits for three output classes ("no weld", "normal weld" and "porosity").
[*] Other names and brands may be claimed as the property of others.