Research Article
Object Detection through Modified YOLO Neural Network
Table 4
Pascal VOC 2012 test results.
| VOC 2012 | The modified YOLOv1 | VOC 2012 | The modified YOLOv1 |
| Aero | 76.1 | Table | 49.1 | Bike | 67.8 | Dog | 80.3 | Bird | 58.0 | Horse | 72.7 | Boat | 39.9 | M-bike | 71.9 | Bottle | 24.2 | Person | 64.2 | Bus | 68.9 | Plant | 29.0 | Car | 57.6 | Sheep | 54.5 | Cat | 82.5 | Sofa | 55.2 | Chair | 36.3 | Train | 73.9 | Cow | 61.1 | Tv | 51.7 | Average recognition rate | 58.7 |
|
|