## Dataset Information
This dataset is related to SEM measurement of all the fracture defects (both lack of fusion and keyhole defects) in test bars printed using Laser Powder Bed Fusion.
Currently, the dataset consists of 100 annotated images.
- Images and corresponding ground truth masks can be found [here][1].
**Want to contribute? Fill up this [Google Form][2]**.
<h2>
Benchmarks
</h2>
| Model | Description | Binary IoU | Library | Input Image Size | Performance Metrics | Paper | Evaluation Script |
|:---------------------------------:|:--------------------------------------------:|:----------:|:--------------------:|:----------------:|:------------------------------------------:|:------------------------------------------:|:------------------------------------------:|
| [unet.h5][3] | U-Net model with 4-block encoder and decoder | 38%|Tensorflow/Keras | 1024 x 1024| Accuracy <br> Precision <br> Recall <br> Binary IoU* | - | [Click Here][4] |
[1]: https://osf.io/rjndg/files/osfstorage
[2]: https://forms.gle/4pGRhkdw4wGNy1dY9
[3]: https://osf.io/download/6jtmv/
[4]: https://osf.io/download/fu7ty/
