Research Article
Deep Learning for Plastic Waste Classification System
Table 6
Learning results for 23-layer network (image 120 × 120).
| Number | Division | 2 epochs | Time | 4 epochs | Time | 10 epochs | Time | Accur. (%) | (min) | Accur. (%) | (min) | Accur. (%) | (min) |
| 1 | 90%–10% | 73,29 | 63 | 92,31 | 125 | 96,41 | 364 | 2 | 80%–20% | 70,08 | 61 | 90,83 | 121 | 93,39 | 347 | 3 | 70%–30% | 67,13 | 57 | 86,24 | 114 | 90,29 | 311 | 4 | 60%–40% | 62,44 | 55 | 83,04 | 106 | 88,46 | 301 |
|
|