Table 9 Comparison of model memory usage.

From: Exploring oceanic depths: unveiling hidden treasures with IoT and ensembled deep hybrid learning model

Model

Memory usage (MB)

CNN

320

ResNet

450

DenseNet

510

VGG

490

AutoEncoder-LSTM

460

Hybrid ResNet-LightGBM

480

Inception-XGBoost

470

EfficientNet-gradient boosting

450

Capsule Network

475

Proposed EDHL (Inception-GB)

455