Free / Open-sourceBuild, train, and deploy computer vision for the physical world
Free / Open-sourceBuild, train, and deploy computer vision for the physical world
Labelbox records 762,803 monthly visits with -22.8% month-over-month growth and Contact for Pricing pricing. OpenALPR records 9,137 monthly visits with -29.2% growth and Free Trial, Paid pricing.

Automatic license plate and vehicle recognition for cameras, APIs, and custom applications.
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | labelbox.com | openalpr.com |
| Pricing Model | Contact for Pricing | Free Trial, Paid |
| Monthly Visits | 762.8K (762,803) | 9.14K (9,137) |
| MoM Traffic Delta | -225.17K (-22.8%) | -3.77K (-29.2%) |
| Primary Market & Share | 🇺🇸 United States (21.9%) | 🇺🇸 United States (61.2%) |
| Direct Visits / mo | 370.02K | 3.65K |
| User Rating | 4.4 | 4.3 |
| Supported Platforms | Website | Website |

The environments frontier AI trains on, and the agents that do the recurring work
Structured annotation, curation, model evaluation and human-in-the-loop review across vision, language and generative tasks, used to build the training and eval data behind production models.
Recursion agents start on their own from builds, alerts, commits, checkpoints and schedules, then work in the background until the task is finished and reviewable.
Specialist agents cover software engineering, reliability, security, ML research, evals, R&D, product and finance workflows, from flaky test fixes to postmortem drafts and vulnerability patches.
Every agent run is scored by a grader, and graded sessions leave memories, notes and skills that the next session reads before acting, so quality compounds over time.

Automatic license plate and vehicle recognition for cameras, APIs, and custom applications.
Rekor Scout reads live video from most IP, traffic, and security cameras and provides real-time vehicle recognition results in any browser.
Rekor CarCheck accepts still images of vehicles and returns plate and vehicle information as structured JSON for easy integration into your own apps.
The platform returns plate number, make, model, colour, and direction of travel rather than the plate alone.
Search a retained database of detections by full or partial plate number, or filter by vehicle attributes, with up to 60 days of data retention.
Free / Open-sourceBuild, train, and deploy computer vision for the physical world
Free / Open-sourceBuild, train, and deploy computer vision for the physical world

SpecialistAI-powered CAPTCHA solving API built for scale
SpecialistAI-powered CAPTCHA solving API built for scale

Free / Open-sourceReal-time vision AI models and a full platform to train, annotate, and deploy them
Free / Open-sourceReal-time vision AI models and a full platform to train, annotate, and deploy them

SpecialistRelies heavily on managed human-in-the-loop workforce services for data validation, offering less self-serve technical tooling than Labelbox.
Delivers enterprise-grade labeling and model evaluation at massive scale, but often requires higher enterprise budgets than Labelbox.
Delivers enterprise-grade labeling and model evaluation at massive scale, but often requires higher enterprise budgets than Labelbox.

SpecialistAI dash cameras and fleet safety intelligence that coach drivers in the moment
SpecialistAI dash cameras and fleet safety intelligence that coach drivers in the moment

Offers robust multimodal annotation and workflow automation, featuring slightly more intuitive data curation pipelines for computer vision teams.
Offers robust multimodal annotation and workflow automation, featuring slightly more intuitive data curation pipelines for computer vision teams.

SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.

Search foundation built from embeddings, rerankers, and reader APIs
Specializes in advanced computer vision and physical AI data pipelines, though with a narrower focus than general text-and-image labeling.
Specializes in advanced computer vision and physical AI data pipelines, though with a narrower focus than general text-and-image labeling.

Free / Open-sourceProvides a flexible open-source alternative for custom data labeling, but requires self-hosting and manual infrastructure maintenance.
Free / Open-sourceProvides a flexible open-source alternative for custom data labeling, but requires self-hosting and manual infrastructure maintenance.

OCR and multi-modal document extraction APIs with built-in fraud detection