定位数据集

检测结果

compute mAP
{'cucumber': 63, 'mushroom': 61, 'eggplant': 62}
98.16% = cucumber AP 
93.77% = eggplant AP 
100.00% = mushroom AP 
mAP = 97.31%

训练日志

$ python train.py 
24
Epoch 0/49
----------
train Loss: 4.6631
save model

Epoch 1/49
----------
train Loss: 3.9457
save model

Epoch 2/49
----------
train Loss: 3.5757
save model

Epoch 3/49
----------
train Loss: 3.4125
save model

Epoch 4/49
----------
train Loss: 3.1608
save model

Epoch 5/49
----------
train Loss: 3.2524

Epoch 6/49
----------
train Loss: 2.8278
save model

Epoch 7/49
----------
train Loss: 2.7577
save model

Epoch 8/49
----------
train Loss: 2.6739
save model

Epoch 9/49
----------
train Loss: 2.4874
save model

Epoch 10/49
----------
train Loss: 2.5400

Epoch 11/49
----------
train Loss: 2.7458

Epoch 12/49
----------
train Loss: 2.5519

Epoch 13/49
----------
train Loss: 2.5486

Epoch 14/49
----------
train Loss: 2.4983

Epoch 15/49
----------
train Loss: 2.4122
save model

Epoch 16/49
----------
train Loss: 2.3499
save model

Epoch 17/49
----------
train Loss: 2.3360
save model

Epoch 18/49
----------
train Loss: 2.1346
save model

Epoch 19/49
----------
train Loss: 1.6496
save model

Epoch 20/49
----------
train Loss: 1.4959
save model

Epoch 21/49
----------
train Loss: 1.2388
save model

Epoch 22/49
----------
train Loss: 0.9731
save model

Epoch 23/49
----------
train Loss: 0.8746
save model

Epoch 24/49
----------
train Loss: 0.8926

Epoch 25/49
----------
train Loss: 0.7697
save model

Epoch 26/49
----------
train Loss: 0.7731

Epoch 27/49
----------
train Loss: 0.6818
save model

Epoch 28/49
----------
train Loss: 0.6873

Epoch 29/49
----------
train Loss: 0.6238
save model

Epoch 30/49
----------
train Loss: 0.5284
save model

Epoch 31/49
----------
train Loss: 0.4824
save model

Epoch 32/49
----------
train Loss: 0.4355
save model

Epoch 33/49
----------
train Loss: 0.4300
save model

Epoch 34/49
----------
train Loss: 0.4019
save model

Epoch 35/49
----------
train Loss: 0.3622
save model

Epoch 36/49
----------
train Loss: 0.4424

Epoch 37/49
----------
train Loss: 0.3394
save model

Epoch 38/49
----------
train Loss: 0.3256
save model

Epoch 39/49
----------
train Loss: 0.2458
save model

Epoch 40/49
----------
train Loss: 0.2592

Epoch 41/49
----------
train Loss: 0.2518

Epoch 42/49
----------
train Loss: 0.2172
save model

Epoch 43/49
----------
train Loss: 0.2442

Epoch 44/49
----------
train Loss: 0.1925
save model

Epoch 45/49
----------
train Loss: 0.1607
save model

Epoch 46/49
----------
train Loss: 0.1828

Epoch 47/49
----------
train Loss: 0.1770

Epoch 48/49
----------
train Loss: 0.1690

Epoch 49/49
----------
train Loss: 0.1730

Training complete in 21m 39s