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