Table 8.
The Accuracy of 11 Types of Trash Using a Real-Time Camera with Pre-Trained GoogleNet.
| Types of Trash | Number of Real Trash Tests | Total Trash is Correctly Detected | Accuracy (%) |
|---|---|---|---|
| Cardboard | 45 | 44 | 97.77777778 |
| Fabric | 17 | 16 | 94.11764706 |
| Food Packaging | 63 | 62 | 98.41269841 |
| Fruit | 21 | 20 | 95.23809524 |
| Glass | 34 | 33 | 97.05882353 |
| Leaf | 56 | 55 | 98.21428571 |
| Metal | 21 | 20 | 95.23809524 |
| Paper | 61 | 60 | 98.36065574 |
| Plastic | 52 | 51 | 98.07692308 |
| Rubber | 14 | 13 | 92.85714286 |
| Wood | 27 | 26 | 96.29629630 |
| Overall | 411 | 400 | 96.51349463 |