faisalahmedbijoy / a-study-on-building-infrastructure-recognition-using-deep-learning-methods

An Study of Building Infrastructure Recognition Using Deep Learning Methods. Link: https://ieeexplore.ieee.org/document/9733635

A-Study-on-Building-Infrastructure-Recognition-Using-Deep-Learning-Methods

Different types of builiding classification, detection, and Localization

Dataset: https://mahmud-cse16.github.io/Building-Infrastructure-Classification/

• Image preprocessing resize and rename
• Image background removal
• Data augmentation using ImageDataGenerator
• Dataset augmentation
• Image Classification using SVM
• Dataset preparation using train test split
• Building infrastructure classification and detection using CNN
• Image Classification with CNN
• Image Classification with MobileNet
• Image Classification with Inception V3
• Image Classification with DenseNet
• Image Classification with EfficientNet
• Image Classification with VGG
• Image Classification with ResNet