I would like to use deep leaning for identifying cars; I want the system to predict wether an object is a car or not. How can I do that knowing that im still a beginner in the Deep Learning field ? I am considering visual recognition. The system must recognize the car from anything else on the road.
That's definitely possible with Convolutional Neural Networks. You should follow Google's tutorial at:
The tutorial will teach you how to build a deep learning model for classifying cars, trucks etc. It's an easy tutorial to follow.
Your model will build on images pixels. The classifier will know what a car looks like.