Vehicle Make/Model Recognition SDK
DTK VMMR SDK
Current Version: 1.0.1
Release Date: 29 Jul 2025
DTK VMMR SDK (Vehicle Make/Model Recognition Software Development Kit) is an advanced, high-performance computer vision toolkit designed for developers seeking to integrate vehicle recognition capabilities into their applications. This powerful SDK leverages state-of-the-art deep learning algorithms to accurately detect and classify vehicles from a wide range of visual sources, including real-time video streams (IP cameras, RTSP feeds, video capture devices), pre-recorded video files, and static images (JPEG, PNG, BMP formats). The SDK supports integration with popular programming languages, including C++, C#, Java, and Python, ensuring flexibility for diverse development environments. Comprehensive documentation and sample applications are included to streamline implementation and reduce time-to-market.
The SDK’s core functionality includes multi-class vehicle detection and performs the recognition of the following vehicle attributes such as:
- Vehicle type recognition (passenger cars, vans, buses, trucks, motorcycles)
- Vehicle color recognition (black, white, silver/gray, red, blue, green, brown, yellow)
- Vehicle view detection (front, rear, front-left, front-right, rear-left, rear-right)
- Make/Model recognition (e.g., Toyota Camry, BMW X5, Ford F-150) with generation and model years (currently supports about 2K models)
Optimized for real-time processing, the DTK VMMR SDK is ideal for applications in traffic monitoring, smart parking, toll automation, security & surveillance, and automotive analytics. Its flexible API allows seamless integration with existing systems, supporting Windows, Linux, and embedded platforms, while offering customizable confidence thresholds and performance tuning for varying hardware capabilities.
With high accuracy under diverse lighting and weather conditions, support for multi-vehicle detection in a single frame, the SDK is engineered for scalability in enterprise-grade deployments. Developers can also extend functionality by adding License Plate Recognition (LPR SDK) and vehicle tracking for comprehensive traffic intelligence solutions.
Whether for law enforcement, smart city infrastructure, or commercial vehicle analytics, the DTK VMMR SDK delivers high precision with minimal computational overhead, empowering developers to build robust vehicle recognition systems.
Links
Supported Operating Systems
- Windows 64-bit (7/8/10/11/Server 2008/2012/2016/2019/2022)
- Linux (64bit, armhf, arm64)
Downloads
To download the full or trial version of the software, please go to the Downloads page.