Vehicle Detection (With & Without CNN)

Project in Progress
The project is meant for a Vehicle Detection system The was sourced in the form of around 17700 images of which 50% have vehicle in them and rest 50% don't have vehicle in them.

Data:

• The data can be found here: https://www.kaggle.com/brsdincer/vehicle-detection-image-set
• The data is in the form of 17k images in two separate folders
• It was converted to csv (code for that can be found in this
• Dataset Sample:

Model without CNN

• Not really the best model, Obviously because 3 feed-forward layers will not work for 64x64x3 Images
• (i.e. FeedForward Neural Classifier)
• Since this model is not the way to go... Pre-Trained Model was not saved.