Automatic Image Caption Generation Based on Some Machine Learning Algorithms

Table 2

Table with statistics for each training attempt.

	InceptionV3	MobileNet	ResNet-50	EffectNet-B1	InceptionV3	MobileNet	ResNet-50	EffectNet-B1
Embedding type	GloVe	GloVe	GloVe	GloVe	Word2Vec	Word2Vec	Word2Vec	Word2Vec
Loss (first ep.)	2.7831	3.302	3.7554	2.8293	2.4534	3.1201	2.7489	2.6584
Loss (last ep.)	1.9673	2.7868	2.5692	1.9673	1.602	2.7154	2.0212	1.7214
Total train duration	6 h45	11 h36	6 h52	6 h39	6 h22	11 h57	7 h12	6 h59