How Many Bedrooms Do You Need? A Real-Estate Recommender System from Architectural Floor Plan Images

Table 4

Performance % of the bedroom classification when utilizing five convolutional neural networks, in terms of accuracy (Acc) and F1-score (F1)

Method	Epoch	Acc	F1
AlexNet	60	90.5	97.5
GoogLeNet	30	98.4	98.8
ResNet-50	60	81.8	88
ResNet-101	30	81.8	87.2
SqueezeNet	70	96.6	97.9