Research Article
An Intelligent Vision-Based Method of Worker Identification for Industrial Internet of Things (IoT)
Table 8
Values of helmet identification accuracy.
| | Classes | Head sample | | Y | R | B | W | N | Accuracy (%) |
| | RN | × | 267 | × | × | 85 | 100 | | YN | 110 | × | × | × | 85 | 100 | | BN | × | × | 92 | × | 84 | 98.32 | | WN | × | × | × | 105 | 85 | 98.96 | | RY | 109 | 266 | × | × | × | 99.47 | | RW | × | 267 | × | 107 | × | 100 | | RB | × | 267 | 94 | × | × | 100 | | YB | 110 | × | 94 | × | × | 100 | | YW | 110 | × | × | 107 | × | 100 | | BW | × | × | 94 | 107 | × | 100 | | YRN | 110 | 265 | × | × | 84 | 99.35 | | YBN | 110 | × | 93 | × | 84 | 99.31 | | YWN | 109 | × | × | 105 | 84 | 98.68 | | BWN | × | × | 92 | 106 | 84 | 98.60 | | BRN | × | 266 | 92 | × | 85 | 99.33 | | RWN | × | 267 | × | 106 | 84 | 99.56 | | YRB | 109 | 267 | 93 | × | × | 99.58 | | YBW | 110 | × | 93 | 106 | × | 99.36 | | RBW | × | 267 | 94 | 107 | × | 100 | | YRW | 110 | 267 | × | 107 | × | 100 | | YRBN | 110 | 266 | 93 | × | 85 | 99.64 | | YRWB | 108 | 267 | 93 | 107 | × | 99.48 | | YBWN | 109 | × | 91 | 106 | 84 | 98.48 | | RWYN | 110 | 267 | × | 105 | 84 | 99.47 | | RBWN | × | 266 | 91 | 106 | 83 | 98.73 | | YRBWN | 108 | 265 | 90 | 106 | 84 | 98.49 |
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