To be great at annotation, you need both technical know-how and efficient ways of working. Today's solutions make life easier with AI that helps spot objects in point clouds, as well as convenient features for placing 3D boxes accurately. The real productivity game-changer? Mastering keyboard shortcuts, visualization tools and how to use automation.
When it comes to self-driving cars and embodied AI, working with multiple sensors is crucial. Modern tools let you smoothly switch between camera and LIDAR data, with automatic checks to make sure everything lines up. With great visualization features, our annotators can handle even the trickiest scenarios.
Workflow Optimization
Time is precious, and that's why we've packed our annotation platform with features that help you work faster without cutting corners. We developed tools like ActionAssist, which works like a knowledgeable friend at your side, offering smart suggestions while you work. The best part? New team members can get up to speed much faster, thanks to helpful tips based on what works best in the real world.
Quality Assurance and Best Practices
Getting things right while working quickly is a balancing act. That's why we've built in automatic quality checks, flexible review processes, and different levels of oversight for complex projects. With instant feedback and clear performance tracking, teams can make better decisions and keep improving.
Want to make your annotation workflow sing? We've found some approaches that really work: running multiple sensor streams in parallel, using ready-made templates for common tasks, and letting our system handle task distribution automatically. By creating specialized teams for different types of annotation and keeping an eye on real-time metrics, you can keep things running smoothly even as you scale up.
Future Developments
The future of annotation is exciting! Automation is getting better at giving us a head start on complex scenarios, while new collaboration tools are making it easy to work with people anywhere in the world. Plus, better ways of combining sensor data are making the whole process smoother.
We're not standing still - there's always something new on the horizon. Think next-gen annotation management, quality checks that learn from your feedback, and workflows that adapt to how your team works best. We're working closely with leading companies to set new standards and raise the bar for everyone in the industry.
