Road-Type Classification with Deep AutoEncoder

Figure 7

Performance of DAE model at 3 hidden layers of size {46, 34, 22} on the encoder and decoder; and embedding space of size 10: (a) reconstruction error at increasing learning rates and (b) validation accuracy at increasing learning rates.

(a)

(b)