Autonomous driving data loop
Cover 2D images, 3D point clouds, low-confidence fallback, human review, KITTI/YOLO export, and model delivery.
Start from uploads, API tasks, or automated jobs, then move through AI pre-labeling, human review, cloud training, export, and delivery without switching systems.
Cover 2D images, 3D point clouds, low-confidence fallback, human review, KITTI/YOLO export, and model delivery.
Fit robot-video, scene-understanding, and grasping pipelines where agent tasks need human review and training handoff.
Focus on dataset production, orchestration, version tracking, and delivery acceptance instead of one-off labeling.
Support industrial-vision and enterprise projects with secure access, review controls, delivery summaries, and private deployment options.
Start from uploads, API tasks, or automated jobs, then move through AI pre-labeling, human review, cloud training, export, and delivery without switching systems.
Manage manual uploads, API requests, and automated tasks in the same workflow so every project stays visible and organized.
Pre-labeling and automation move fast, while low-confidence items and key checkpoints return to the pro editor for human review.
Once review is complete, training, export, and model delivery continue automatically so customers do not have to stitch the flow together themselves.
The end result is not just a download link, but a traceable summary with metrics, versions, and delivery entry points.