Abnormal melt pool classification on Melt pool (test)
94.5F1 ScoreEfficientNetB0-Random Forest
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EfficientNetB0-Random ForestInference (ms/img)=1.152026.06 | 94.5 | 99 | 94.6 | 95.7 | 93.3 | |
| EfficientNetB0Inference (ms/img)=85.472026.06 | 79.6 | 93.9 | 75.8 | 68.9 | 94.2 | |
| ResNet50Inference (ms/img)=179.512026.06 | 75 | 93.5 | 67.5 | 60.9 | 97.5 | |
| Raw Random ForestInference (ms/img)=0.992026.06 | 70.3 | 82.8 | 72.5 | 76.5 | 65 | |
| MobileNetV2Inference (ms/img)=85.432026.06 | 66.7 | 41.8 | 50 | 50 | 100 |