Production-ready 2D & 3D training datasets for perception models

Production-ready 2D & 3D training datasets for perception models

High-precision 2D and 3D labeled datasets with real-world context, enabling AI to recognize, prioritize, and respond more intelligently.

Data is quality-checked and delivered model-ready for quick integration.

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Discover the right datasets your AI perception models need to learn faster, perform with greater accuracy,and adapt seamlessly to real-world environments.

Autonomous Driving

D3Scenes (D3S) 2D & 3D Annotations for Open-Source Driving Datasets

Accelerate your computer vision pipeline with benchmark-quality data designed for model-readiness. D3Scenes delivers precision, consistency, and contextual intelligence at scale.

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Why choose DDD?

High Accuracy

Pixel-perfect 2D annotations and point-level 3D LiDAR precision capture every detail, even in complex or cluttered scenes, boosting model detection and tracking performance.

Rich Metadata

Role, demographic, and special-case tags add context beyond standard labels, enabling AI to prioritize and respond to real-world scenarios more intelligently.

Model Readiness

Pre-formatted, quality-checked data integrates directly into AI/ML pipelines, cutting preparation time and accelerating deployment.

Operational Relevance

Designed for real-world needs in sectors like autonomous driving, public safety, and robotics, ensuring reliable performance in live environments.


High-Accuracy 2D & 3D Annotations for Real-World AI Perception