Automatic Image Caption Generation Based on Some Machine Learning Algorithms

Table 1

The BLEU result for the models using the InceptionV3, ResNet-50, MobileNet, and EffectiveNet-B1 pretrained networks.

Model	B1	B2	B3	B4	CIDEr
Up-down [24]	0.802	0.641	0.491	0.369	1.179
Attention based [23]	0.748	0.525	0.365	0.235	1.041
Our method (InceptionV3)	0.821	0.693	0.452	0.441	1.092
Our method (MobNet)	0.707	0.563	0.516	0.366	0.797
Our method (ResNet-50)	0.784	0.732	0.458	0.38	0.090
Our method (EffNet-B1)	0.802	0.756	0.501	0.396	0.812