Table 3. Strengths and weaknesses of the various object detectors.
| Detector | Speed | Accuracy |
|---|---|---|
| Faster R-CNN | Low | High |
| Mask R-CNN | Very low to low | High to very high |
| SSD | High | Medium |
| RetinaNet | Medium to high | Medium to high |
| YOLO | Very high | Low |
| Detector | Speed | Accuracy |
|---|---|---|
| Faster R-CNN | Low | High |
| Mask R-CNN | Very low to low | High to very high |
| SSD | High | Medium |
| RetinaNet | Medium to high | Medium to high |
| YOLO | Very high | Low |