AI models are only as good as the data they learn from, and high-quality annotations are key to training accurate and reliable models. At Mindkosh, we're constantly innovating to make annotation workflows faster, smarter, and more efficient.
In this update, we’re introducing powerful new features designed to enhance tracking, annotation consistency, and quality control—helping you create high-quality datasets with ease.
Track every annotation with ease
Ever wondered who updated this annotation? Now, you don’t have to!
With our latest annotation tracking feature, you can:
- See who created an annotation and when
- Track the last person to update it
- Maintain complete transparency across datasets
Why it matters: This makes collaboration smoother, helps teams identify issues faster, and ensures accountability in large-scale annotation projects.
Easily create tracks for moving objects
Annotation errors can creep in when objects that should be tracked across frames are mistakenly labeled as single-frame objects. Mindkosh now allows you to set labels as tracks during task creation.
How it helps?
- Annotators can automatically create track objects for moving entities
- Avoid mistakes in frame-by-frame annotations
- Speed up object tracking for autonomous driving, robotics, and video annotation
With automated track creation, your labeling process becomes faster, reducing errors while ensuring high-quality object tracking across frames.
Lock cuboid dimensions for LiDAR datasets
One of the biggest challenges in LiDAR annotation is maintaining consistent object sizes across frames. A single object may appear at different angles and distances, making manual adjustments time-consuming.
What’s new? You can now lock the dimensions of a cuboid across frames. This means:
- The object remains consistent in size across frames
- If needed, dimensions can be updated in any frame, and the update is applied across the dataset
- Perfect for self-driving car datasets, robotics, and aerial LiDAR annotation
By eliminating inconsistencies, this feature enhances object recognition models, leading to more reliable AI predictions.
1-click annotation – Now 70% more accurate
Speed and accuracy go hand in hand, and our improved 1-click annotation tool is now 70% more precise! It can detect a wider range of objects, even in dense point clouds, ensuring your data is labeled faster and with greater confidence.
Why this matters: You’ll experience fewer manual adjustments and more reliable annotations, all with a single click.
Smarter task assignments
Managing annotation teams just got easier! You can now assign annotators or QC reviewers at the task level, giving them access to all batches within a task.
Benefits:
- Less time spent on user management
- Better organization of tasks
- Increased focus on high-quality annotations
No more assigning users batch by batch—get more done in less time!
Personalize your mindkosh experience
Make your workspace truly yours! We’ve introduced new personalization options to enhance your Mindkosh experience:
What’s new?
- Set a profile picture for your workspace
- Resend team invites if they missed the first one
- Withdraw pending invitations in one click
These updates make collaboration more seamless than ever.
Pay only for what you use
Mindkosh now charges based on actual annotation time—no hidden fees, no wasted credits.
How does this benefit you?
- Transparent pricing
- Cost savings on unused time
- More control over your annotation budget
Join the conversation on Discord
We’re growing our Mindkosh community! Whether you have questions, want to stay updated on new features, or just chat with fellow AI and ML practitioners, join us on Discord today.
- Connect with industry experts
- Stay informed about feature rollouts
- Share insights & learn from others
Stay ahead with Mindkosh
These latest features are just the beginning! At Mindkosh, we’re committed to building the best AI annotation platform, helping you scale faster and improve data quality.
Start using these new tools today and make your AI training smarter, faster, and more efficient!
Want to see these features in action? Try Mindkosh now
Have feedback? Reach out to us anytime at hello@mindkosh.com—we’d love to hear from you!
