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Comparison of Computational Time on Two datasets for traditional methods.
| Dataset | Type | Method | ||||
|---|---|---|---|---|---|---|
| SSD | Faster-RCNN | YOLO-V2 | YOLO-V3 | Proposed Method | ||
| NEU-DET | single image | 29 ms | 37 ms | 7.91 ms | 15.75 ms | 27 ms |
| testing set | 7 s | 7 s | 4.03 s | 8.46 s | 6 s | |
| GC10-DET | single image | 29 ms | 43 ms | 78.01 ms | 86.80 ms | 33 ms |
| testing set | 5 s | 11 s | 4.49 s | 8.67 s | 8 s | |
