Research Article
Object Detection through Modified YOLO Neural Network
Table 3
Pascal VOC 2007 test results.
| VOC 2007 | The modified YOLOv1 | VOC 2007 | The modified YOLOv1 |
| Aero | 77.9 | Table | 51.2 | Bike | 77.6 | Dog | 81.9 | Bird | 63.7 | Horse | 77.5 | Boat | 47.6 | M-bike | 78.7 | Bottle | 44.8 | Person | 68.6 | Bus | 70.7 | Plant | 37.1 | Car | 68.9 | Sheep | 71.8 | Cat | 85.3 | Sofa | 58.4 | Chair | 42.2 | Train | 71.0 | Cow | 71.9 | Tv | 64.6 | Average recognition rate | 65.6 |
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