Table 7.
The Accuracy of 11 Types of Trash Using a Real-Time Camera with Pre-Trained VGG16.
| Types of Trash | Number of Real Trash Tests | Total Trash is Correctly Detected | Accuracy (%) |
|---|---|---|---|
| Cardboard | 45 | 40 | 88.88888889 |
| Fabric | 17 | 14 | 82.35294118 |
| Food Packaging | 63 | 57 | 90.47619048 |
| Fruit | 21 | 19 | 90.47619048 |
| Glass | 34 | 30 | 88.23529412 |
| Leaf | 56 | 49 | 87.50000000 |
| Metal | 21 | 18 | 85.71428571 |
| Paper | 61 | 54 | 88.52459016 |
| Plastic | 52 | 45 | 86.53846154 |
| Rubber | 14 | 11 | 78.57142857 |
| Wood | 27 | 23 | 85.18518519 |
| Overall | 411 | 360 | 86.58758694 |