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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