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本文全文表格
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分辨率
Resolution迭代次数
The number of iterations损失值
Loss value320 × 320 28 2.87 480 × 480 86 2.05 960 × 960 77 0.33 1 440 × 1 440 显存不足
Insufficient memory无
None1 960 × 1 960 显存不足
Insufficient memory无
None2 560 × 2 560 显存不足
Insufficient memory无
None -
处理1)
Treatment检测精度/%
Accuracy损失值
Loss
value迭代次数
The number
of iterations结果
ResultBCD 62.92 0.91 22 不收敛
MisconvergenceACD 60.98 0.90 17 不收敛
MisconvergenceABD 91.87 0.30 56 收敛
ConvergenceABC 88.13 0.39 49 收敛
ConvergenceABCD 98.54 0.33 77 收敛
Convergence空白对照
Blank control23.13 2.25 8 不收敛
Misconvergence1) A:坐标转换,B:尺寸归一化,C:采样空间优化,D:随机采样
1) A: Coordinate transformation, B: Size normalization, C: Sampling space optimization, D: Random sampling -
样本名称
Sample
name实际齿顶圆
半径/mm
Actural
outside radius检测齿顶圆
半径/mm
Detected
outside radius相对误差/%
Relative
errorgear_ (27) 32.00 31.58 1.3 gear_ (28) 136.00 133.42 1.9 gear_ (29) 56.00 55.27 1.3 gear_ (30) 72.00 70.99 1.4 gear_ (31) 72.00 71.01 1.4 gear_ (32) 36.00 35.53 1.3