Free / Open-sourceProvides an all-in-one ecosystem for dataset annotation, model training, and edge deployment.

Runopt records 0 monthly visits with 0% month-over-month growth and Contact for Pricing pricing. Ultralytics records 793,423 monthly visits with +8.7% growth and Freemium pricing.
AI zoning maps and feasibility analysis for land development
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | runopt.co | ultralytics.com |
| Pricing Model | Contact for Pricing | Freemium |
| Monthly Visits | 0 (0) | 793.42K (793,423) |
| MoM Traffic Delta | 0 (0%) |
| +63.49K (+8.7%) |
| Primary Market & Share | 🌐 Global (—) | 🇨🇳 China (15.2%) |
|---|
| Direct Visits / mo | 0 | 239.75K |
|---|
| User Rating | 4.1 | 4.6 |
|---|
| Supported Platforms | Website | Website |
|---|
AI zoning maps and feasibility analysis for land development
Interactive 3D zoning maps paired with logic-backed feasibility analysis let teams view zoning, terrain and utility constraints on a shared surface.
Score, compare and export multiple sites to evaluate potential quickly and make data-driven investment and planning decisions.
A shared platform for developers, utilities and regulators to align on power, connectivity and zoning requirements early, improving transparency.
Collects and analyzes published government planning information and benchmarks it against nearby municipalities to forecast future planning steps.

Real-time vision AI models and a full platform to train, annotate, and deploy them
One model family covering detection, instance segmentation, pose estimation, oriented boxes, classification, and tracking, tuned for real-time inference on GPU, CPU, and edge devices.
Label data with SAM-assisted annotation, train on cloud GPUs with AutoTrain, and deploy to managed regions that scale to zero when idle.
Ship trained models to ONNX, TensorRT, CoreML, TFLite, and many other formats for cloud servers, mobile devices, and embedded hardware.
Adopt the open-source AGPL-3.0 release, or purchase an enterprise license to embed YOLO in closed-source products without copyleft obligations.
Free / Open-sourceProvides an all-in-one ecosystem for dataset annotation, model training, and edge deployment.


SpecialistEnterprise-grade labeling and data curation platform for complex computer vision training pipelines.
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Free / Open-sourceOpen-source labeling tool with extensible support for custom computer vision annotation tasks.

SpecialistSpecializes in dataset curation, visualization, and quality evaluation for computer vision workflows.

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Free / Open-sourceProvides an all-in-one ecosystem for dataset annotation, model training, and edge deployment.
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Free / Open-sourceAI property data, skip tracing and direct mail for real estate investors
All-in-one real estate wholesaling platform with free skip tracing and AI deal automation
SpecialistProvides advanced multimodal dataset curation and annotation tools specifically for computer vision teams.
Free / Open-sourceOpen-source self-hosted NVR optimized for running real-time local object detection on security feeds.
Free / Open-sourceOpen-source labeling tool with extensible support for custom computer vision annotation tasks.
SpecialistSpecializes in dataset curation, visualization, and quality evaluation for computer vision workflows.
SpecialistFocuses on prompt-based rapid assembly of end-to-end enterprise computer vision applications.
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