Vehicle Detection (ESRI Release)

Esri Support Services


Formed in 2016, Aventior and its founders have been strategic implementation partners for small and large enterprises. A global presence to tap into both matured and developing markets with round-the-clock execution capabilities. Our team brings a well-rounded cross-industry and multi-client perspective, with a strategy grounded in design, implementation, and innovation. Aventior is a technology consulting firm assisting its clients on their Digital Transformation journey with a primary focus on building Digital, Cloud and AI, and GIS solutions that significantly improve their business outcomes.


Since 2016, Aventior has been providing top-notch geospatial intelligence servicescomputer vision, and deep learning solutions to a wide variety of clientele across the globe. Aventior solutions aim at monitoring urban planning and monitoring, infrastructure change detection, vehicle detection and count, traffic management, intelligence & reconnaissance, and map open spaces.

For more information on our service offerings contact us at

Sample Detections


This model has a good performing capability with high-resolution imagery(30 cm).

Licensing Requirement

The model can be downloaded by anyone who has an ArcGIS Online subscription. The following licenses are required to consume or run the model.
Desktop workflows – Image Analyst Extension for ArcGIS Pro.

Using the Model

The model can be used with the Detect Objects Using Deep Learning tool. A detailed tutorial on using the model in ArcGIS can be found. For a deep learning model file and detailed tutorial on using the model please contact us.