Introducing Spin 360! First 500 signups will get 25% off ||

Car Object Detection

Car object detection is the process of identifying and locating cars in an image or video stream using computer vision algorithms and machine learning techniques. This task is usually performed using deep learning models such as convolutional neural networks (CNN) and object detection frameworks such as YOLO (You Only Look Once) or SSD (Single Shot Detector) . The
automotive object detection has many applications in areas such as autonomous vehicles, traffic monitoring, and security monitoring.

More Details

Car Detection

Vehicle tracking rings are used to track vehicles passing through a specific area; for our approach, the traffic lights.

AI Photo Editor

Since the concept of AI photo editors, we have all heard how futuristic and awesome they are. Here we introduce you to the world of photo editing AI systems in detail.

How to Detect Car Objects in a Frame?

The car object detection process includes the following steps:

  1. Image Acquisition: Acquiring a digital image or video image containing one or more vehicles.
  2. Preprocessing: Image preprocessing to improve functionality and reduce noise. This step may involve resizing the image, applying filters, and normalizing.
  3. Feature Extraction: The image goes through a pre-trained CNN to extract high-level features from the image. These characteristics are then fed into an object detection algorithm.
  4. Object detection: This step involves predicting the probability that each bounding box contains a car and refining the bounding boxes using nonmaximal suppression.
  5. Post-processing: The final step is to filter detected cars based on their size, orientation, and location to eliminate false positives.
Boost your online car sales with Spyne !

Virtual Studio

Studio-Like Images in a Click

Transform amateur car images into studio-grade photos with AI in seconds. Choose from 100+ backgrounds or customize your own

360° Spin

Interactive Professional Video Tours in Seconds

Create 360° spin car videos with AI for an immersive experience and improve customer engagement

Related Definitions

Automotive CRM Software
READ MORE »
Best End Of Year Car Deals
READ MORE »
Average Car Dealership Revenue
READ MORE »

Ready to Improve Your Online Car Sales?

Let's Talk!

Marcia Brelliz
Marcia Brelliz
Data Manager, Karvi, Brazil
“The Spyne experience is incredible because it offers professional photographs at the moment."
Marcia Brelliz
Henry C. Sutjiono
Product Manager, Moladin, Indonesia
“Spyne is better than their competitors & we thank them for providing us AI features that give Moladin a better appearance to attract more customers."
Marcia Brelliz
Nilson Redis Caldeira
Director, MegaDealer, Brazil
“Spyne is an excellent solution that can improve your sales. It is an essential tool at this moment in the automotive industry"
Marcia Brelliz
Tyler Randell
Chief Marketing Officer, Autopix, Norway
“The team is fantastic. We love the jobs they do, their focus, their dedication"
Marcia Brelliz
Anuvrat Gaurav
Country Manager, SellAnyCar, Dubai
"We had done our research with multiple service providers across the globe and finalized Spyne"

Trusted by Enterprise Dealerships and
Marketplaces Globally

Group-3.png

Start A Free Trial Now !

Just drop in your details here and we’ll get back to you!

Limited Offer !