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docs(mkdocs): 分别使用location dataset和voc 07数据集进行测试
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# 日志 | ||
# 定位数据集训练日志 | ||
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## 训练参数 | ||
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# 07 VOC训练日志 | ||
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## 训练参数 | ||
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* `S=7, B=2, C=3` | ||
* 缩放至`(448, 448)`,进行数据标准化处理 | ||
* 优化器:`SGD`,学习率`1e-3`,动量大小`0.9` | ||
* 衰减器:每隔`4`轮衰减`4%`,学习因子`0.96` | ||
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## 检测结果 | ||
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``` | ||
。。。 | ||
``` | ||
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## 训练日志 | ||
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``` | ||
$ python train.py | ||
Epoch 0/49 | ||
---------- | ||
train Loss: 9.3544 | ||
save model | ||
Epoch 1/49 | ||
---------- | ||
train Loss: 7.4459 | ||
save model | ||
Epoch 2/49 | ||
---------- | ||
train Loss: 7.1511 | ||
save model | ||
Epoch 3/49 | ||
---------- | ||
train Loss: 6.9450 | ||
save model | ||
Epoch 4/49 | ||
---------- | ||
train Loss: 6.7656 | ||
save model | ||
Epoch 5/49 | ||
---------- | ||
train Loss: 6.6077 | ||
save model | ||
Epoch 6/49 | ||
---------- | ||
train Loss: 6.4264 | ||
save model | ||
Epoch 7/49 | ||
---------- | ||
train Loss: 6.2750 | ||
save model | ||
Epoch 8/49 | ||
---------- | ||
train Loss: 6.0318 | ||
save model | ||
Epoch 9/49 | ||
---------- | ||
train Loss: 5.7777 | ||
save model | ||
Epoch 10/49 | ||
---------- | ||
train Loss: 5.4760 | ||
save model | ||
Epoch 11/49 | ||
---------- | ||
train Loss: 5.1784 | ||
save model | ||
Epoch 12/49 | ||
---------- | ||
train Loss: 4.8067 | ||
save model | ||
Epoch 13/49 | ||
---------- | ||
train Loss: 4.4603 | ||
save model | ||
Epoch 14/49 | ||
---------- | ||
train Loss: 4.1291 | ||
save model | ||
Epoch 15/49 | ||
---------- | ||
train Loss: 3.7810 | ||
save model | ||
Epoch 16/49 | ||
---------- | ||
train Loss: 3.4259 | ||
save model | ||
Epoch 17/49 | ||
---------- | ||
train Loss: 3.1166 | ||
save model | ||
Epoch 18/49 | ||
---------- | ||
train Loss: 2.8041 | ||
save model | ||
Epoch 19/49 | ||
---------- | ||
train Loss: 2.4853 | ||
save model | ||
Epoch 20/49 | ||
---------- | ||
train Loss: 2.2107 | ||
save model | ||
Epoch 21/49 | ||
---------- | ||
train Loss: 1.9424 | ||
save model | ||
Epoch 22/49 | ||
---------- | ||
train Loss: 1.7307 | ||
save model | ||
Epoch 23/49 | ||
---------- | ||
train Loss: 1.5518 | ||
save model | ||
Epoch 24/49 | ||
---------- | ||
train Loss: 1.3712 | ||
save model | ||
Epoch 25/49 | ||
---------- | ||
train Loss: 1.2174 | ||
save model | ||
Epoch 26/49 | ||
---------- | ||
train Loss: 1.1142 | ||
save model | ||
Epoch 27/49 | ||
---------- | ||
train Loss: 1.0305 | ||
save model | ||
Epoch 28/49 | ||
---------- | ||
train Loss: 0.9270 | ||
save model | ||
Epoch 29/49 | ||
---------- | ||
train Loss: 0.8465 | ||
save model | ||
Epoch 30/49 | ||
---------- | ||
train Loss: 0.7739 | ||
save model | ||
Epoch 31/49 | ||
---------- | ||
train Loss: 0.7228 | ||
save model | ||
Epoch 32/49 | ||
---------- | ||
train Loss: 0.6765 | ||
save model | ||
Epoch 33/49 | ||
---------- | ||
train Loss: 0.6264 | ||
save model | ||
Epoch 34/49 | ||
---------- | ||
train Loss: 0.5932 | ||
save model | ||
Epoch 35/49 | ||
---------- | ||
train Loss: 0.5646 | ||
save model | ||
Epoch 36/49 | ||
---------- | ||
train Loss: 0.5359 | ||
save model | ||
Epoch 37/49 | ||
---------- | ||
train Loss: 0.4941 | ||
save model | ||
Epoch 38/49 | ||
---------- | ||
train Loss: 0.4682 | ||
save model | ||
Epoch 39/49 | ||
---------- | ||
train Loss: 0.4482 | ||
save model | ||
Epoch 40/49 | ||
---------- | ||
train Loss: 0.4276 | ||
save model | ||
Epoch 41/49 | ||
---------- | ||
train Loss: 0.4048 | ||
save model | ||
Epoch 42/49 | ||
---------- | ||
train Loss: 0.3874 | ||
save model | ||
Epoch 43/49 | ||
---------- | ||
train Loss: 0.3759 | ||
save model | ||
Epoch 44/49 | ||
---------- | ||
train Loss: 0.3607 | ||
save model | ||
Epoch 45/49 | ||
---------- | ||
train Loss: 0.3415 | ||
save model | ||
Epoch 46/49 | ||
---------- | ||
train Loss: 0.3327 | ||
save model | ||
Epoch 47/49 | ||
---------- | ||
train Loss: 0.3222 | ||
save model | ||
Epoch 48/49 | ||
---------- | ||
train Loss: 0.3141 | ||
save model | ||
Epoch 49/49 | ||
---------- | ||
train Loss: 0.2978 | ||
save model | ||
Training complete in 214m 30s | ||
``` |
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