Research Title: Rethinking of AI Deep Learning for Intelligent Vehicle Recognition System: An Exploratory Research
Download the files in sv_data folder so the python code can work properly.
Preprocessing the image into .npz file using Image_processing.py to save the time to process the images when training the model.
Name the npz.file as Car.npz
Description of the files as follows-
Image_processing.py : Process CompCar image into numpy array form and store as .npz file (MUST done first)
Image_processing2.py : Process the CompCar image into the form accepted by the ResNet and VGG16 model
Code_1.py : Very basic CNN model for vehicle recognition
Code_2.py : Adding more api function into the model
Code_3.py : Using ResNet50 model
Code_4.py: Using VGG16 model