Table 11 Time Frame of the applied models.

From: Automated detection and recognition system for chewable food items using advanced deep learning models

Algorithms

Time frame

LSTM

1 h 58 min

GRU

5 h 04 min

LSTM + GRU

4 h 35 min

SimpleRNN + Bidirectional GRU

6 h 25 min

SimpleRNN + Bidirectional LSTM

9 h 45 min

InceptionResNetV2

5 h 20 min

CNN custom model

7 h