--- title: Make and model recognition Reviews meta_title: 'Make and model recognition Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter reviews by the users' company size, role or industry to find out how Make and model recognition works for a business like yours. aggregate_rating: rating_value: 4.5 review_count: 1 scale: '5' date_modified: '2026-09-02' parent_category: name: Deep Learning url: https://www.g2.com/categories/deep-learning --- # Make and model recognition Reviews **Vendor:** Eyedea Recognition **Category:** [Image Recognition Software](https://www.g2.com/categories/image-recognition) **Average Rating:** 4.5/5.0 **Total Reviews:** 1 ## About Make and model recognition Make and model recognition (MMR) is an AI-based software providing detailed vehicle classification. The product recognizes with extremely high accuracy the category, make, model, generation, variant and color of the captured cars from front, front-side, rear and rear-side views in day and night conditions. A unique feature of the product is the recognition of so-called TAGs, i.e. detection of emergency vehicles, fire brigade, pickup truck, taxis... the software can distinguish 20 such tags. It also recognizes objects from the field of softmobility, i.e. it is able to detect pedestrians, cyclists, animals, strollers and other trolleys. MMR is updated every six months to include newly launched car models from Europe, North and South America, East Asia, the Middle East, Africa, and Australia. Typical applications: e-tolling, traffic safety and surveillance, law enforcement, access control and parking management, police and governmental use, traffic infrastructure planning, smart city solutions, and more. ## Make and model recognition Pros & Cons Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews. **What users like:** - Users commend the **high accuracy** of Eyedea's MMR, recognizing an extensive array of vehicle types and details. (1 reviews) - Users appreciate the **detailed object recognition** of Eyedea's MMR, which identifies numerous vehicle types and brands. (1 reviews) ## Make and model recognition Reviews ### 1. Eyedea's MMR: Unbeaten Level if Traffic Detail **Rating:** 4.5/5.0 stars **Reviewed by:** Filip K. | Business Development Consultant, Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through Google using a business email account **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** January 19, 2026 **What do you like best about Make and model recognition?** As far as I know, Eyedea's MMR is the most detailed version on the market . To illustrate, according to their website, it recognizes 16 vehicle types, including vehicle 371 brands, 3005 models, 7830 generations and their corresponding variations, and colors. Both, Eyedea's ANPR and MMR capabilities can be tested here: https://trafficeye.ai/. **What do you dislike about Make and model recognition?** Currently, there is nothing to be objected. **What problems is Make and model recognition solving and how is that benefiting you?** Make and Model Recognition solves the problem of reliably identifying vehicles in situations where license plate recognition alone is insufficient, such as when plates are dirty, damaged, partially hidden, or unreadable due to weather, lighting, or camera limitations. By recognizing vehicle make, model, color, and type directly from visual characteristics, it provides an additional and often more stable layer of vehicle identification. This benefits us by increasing overall identification accuracy, improving automation and monitoring capabilities, reducing reliance on manual checks, and enabling more robust analytics and investigations in real-world, challenging environments. - [View Make and model recognition pricing details and edition comparison](https://www.g2.com/products/make-and-model-recognition/reviews?section=pricing&secure%5Bexpires_at%5D=2026-09-16+05%3A21%3A50+-0500&secure%5Bsession_id%5D=c470401f-3059-4893-995a-792205effa00&secure%5Btoken%5D=dce55d03b31d3fdc55bb2b294243de1ee460d456a5f38e7ac3130ceff6402e82&format=llm_user) ## Make and model recognition Features **Additional Functionality** - Tagging - Natural Language Processing - Data Extraction - Multi-Language - Predictive Analytics - Drag & Drop - Speech Recognition - Reporting/Analytics - Data Storage Management - Virtual Personal Assistant (VPA) - AI Copilot - Customer Segmentation - Collaboration Tools - Data Import/Export - Generative AI - For eCommerce - Role-Based Permissions - Customizable Branding - Search/Filter - Monitoring - Document Management - API - Data Visualization - Trend Analysis - Machine Learning - Access Controls/Permissions - Alerts/Escalation - Performance Metrics - Real-Time Data - Third-Party Integrations - Mobile App - Multiple Data Sources - For Sales Teams/Organizations - Sentiment Analysis - Activity Dashboard - Chatbot - Workflow Automation **Additional Functionality** - No-Code - Search/Filter - Data Import/Export - Data Visualization - Activity Dashboard - Workflow Management - Quality Control - Third-Party Integrations - Model Training - Multi-Language - Data Profiling - Visualization - Data Capture and Transfer - Predictive Analytics - Performance Metrics - Image Recognition - Version Control - Neural Network Modeling - Generative AI - Synchronous Learning - Natural Language Processing - Monitoring - Data Transformation - Customizable Reports - Voice Recognition - Performance Management - Compliance Management - Troubleshooting - Content Management - Asynchronous Learning - Real-Time Reporting - API - Artificial Neural Networks - AI Copilot - ML Algorithm Library - Real-Time Data - Collaboration Tools - Self-paced Learning - Data Extraction - Configuration Management - Data Security - Visual Analytics - Activity Tracking - Continuous Delivery - Document Classification - Image Analysis - Progress Tracking - Reporting & Statistics - Real-Time Monitoring **Recognition Type** - Emotion Detection - Object Detection - Text Detection - Motion Analysis - Scene Reconstruction - Logo Detection - Explicit Content Detection - Video Detection - Multiple Data Sources - Analytics **Facial Recognition** - Facial Analysis - Face Comparison **Labeling** - Model Training - Bounding Boxes - Custom Image Detection - Reverse Image Search **Deployment** - Integrations **Additional Functionality** - Image Classification - Image Segmentation - Generative AI - Optical Character Recognition - Barcode Recognition - Catalog Management - Workflow Management - Natural Language Processing - Data Management - Video Search - Text Extraction - Content Import/Export - Facial Recognition - API - Product Search - Product Recommendations - Automated Image & Video Editing - Dashboard - AI Copilot - Image Query - Pose Estimation - Image Tagging - Annotations - Intellectual Property Protection - Photo Capture - AI/Machine Learning - Mobile App - Data Retrieval - Search/Filter - Image Recognition - Customer Activity Tracking ## Top Make and model recognition Alternatives - [Claude](https://www.g2.com/products/claude-2025-12-11/reviews) - 4.6/5.0 (459 reviews) - [Roboflow](https://www.g2.com/products/roboflow/reviews) - 4.7/5.0 (160 reviews) - [Google Cloud Vision API](https://www.g2.com/products/google-cloud-vision-api/reviews) - 4.4/5.0 (113 reviews)