Computational Intelligence and Neuroscience / 2019 / Article / Tab 2

Research Article

An Improved Convolutional Neural Network Algorithm and Its Application in Multilabel Image Labeling

Table 2

Comparison of the labeling accuracy when two models were trained 100 times on the Pascal VOC 2012 dataset.

Image categoryCNNDCCNN

Plane0.9830.999
Bike0.8770.973
Bird0.9180.984
Boat0.9200.972
Bottle0.7220.892
Bus0.9200.980
Car0.8190.939
Cat0.9160.970
Chair0.6680.804
Cow0.9991.0
Dining table0.5700.757
Dog0.8940.971
Horse0.9270.978
Motorbike0.8490.931
Person0.8710.957
Potted plant0.7290.881
Sheep0.9600.993
Sofa0.6180.827
Train1.00.999
TV monitor0.7460.866
MAP value0.8450.934