Neural network training progress

keras-training.log

Epoch 1/10
185/185 [==============================] - 266s 1s/step - loss: 0.2160 - acc: 0.9130 - val_loss: 0.7465 - val_acc: 0.6078

Epoch 00001: val_loss improved from inf to 0.74645, saving model to models/bird-vs-not-bird-weights-01.h5
Epoch 2/10
185/185 [==============================] - 258s 1s/step - loss: 0.1484 - acc: 0.9437 - val_loss: 0.6983 - val_acc: 0.6101

Epoch 00002: val_loss improved from 0.74645 to 0.69832, saving model to models/bird-vs-not-bird-weights-02.h5
Epoch 3/10
185/185 [==============================] - 258s 1s/step - loss: 0.1262 - acc: 0.9530 - val_loss: 0.6837 - val_acc: 0.6073

Epoch 00003: val_loss improved from 0.69832 to 0.68366, saving model to models/bird-vs-not-bird-weights-03.h5
Epoch 4/10
185/185 [==============================] - 271s 1s/step - loss: 0.1161 - acc: 0.9565 - val_loss: 0.7742 - val_acc: 0.6105

Epoch 00004: val_loss did not improve from 0.68366
Epoch 5/10
185/185 [==============================] - 261s 1s/step - loss: 0.1069 - acc: 0.9601 - val_loss: 0.7256 - val_acc: 0.6062

Epoch 00005: val_loss did not improve from 0.68366
Epoch 6/10
185/185 [==============================] - 260s 1s/step - loss: 0.0973 - acc: 0.9645 - val_loss: 0.7906 - val_acc: 0.6076

Epoch 00006: val_loss did not improve from 0.68366
Epoch 7/10
185/185 [==============================] - 259s 1s/step - loss: 0.0846 - acc: 0.9686 - val_loss: 0.8389 - val_acc: 0.6151

Epoch 00007: val_loss did not improve from 0.68366
Epoch 8/10
185/185 [==============================] - 257s 1s/step - loss: 0.0765 - acc: 0.9707 - val_loss: 0.7793 - val_acc: 0.6016

Epoch 00008: val_loss did not improve from 0.68366
Epoch 9/10
185/185 [==============================] - 261s 1s/step - loss: 0.0778 - acc: 0.9726 - val_loss: 0.7408 - val_acc: 0.6085

Epoch 00009: val_loss did not improve from 0.68366
Epoch 10/10
 79/185 [===========>..................] - ETA: 2:05 - loss: 0.0709 - acc: 0.9746