3D Cuboid Annotation Services for Precise Computer Vision
Leverage our 3D cuboid annotation services to add depth and perspective to your data, enhancing object analysis and movement prediction.
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Our 3D Cuboid Annotation Service for Diverse Client Needs
Our skilled team adeptly handles LiDAR/RADAR data or image/video data for 3D cuboid annotation, serving diverse industry needs.
Automotive
We assisted our clients from the automotive sector in achieving in-depth object detection and tracking for building driverless vehicles. By providing 3D cuboid annotated images/videos, their CV models were trained to detect pedestrians, vehicles, and road obstacles, enhancing road safety and navigation.
Robotics
Our clients achieve remarkable results in robotics with our 3D annotation services. Labeled data enables robots to interact with objects in a three-dimensional, real-world scenario through object recognition, manipulation, and path planning capabilities, bringing automation to the majority of industries today.
Manufacturing
Using 3D cuboid annotations, our manufacturing clients were able to make their data recognizable to AI models. They used labeled data to train the algorithms to precisely identify and track objects on production lines to facilitate quality control and optimize manufacturing processes overall.
Exclusive Benefits of Our 3D Cuboid Annotation Services
We make sure to deliver 3D bounding box annotation services, where over a decade of our expertise meets special benefits that make us your trusted partner in your AI development.
Quality Annotations
Annotating data with three-dimensional boxes isn`t an easy task, hence quality here is above all. Our annotators ensure that all the sides of the cuboid are placed correctly, especially in cases where the object moves in a video and changes in size.
Flexible Workflow
The Label Your Data team can work with different tooling. For most of our 3D cuboids projects, we’ve been asked to work using the client’s annotation infrastructure. Our annotators easily integrate and train to work there. We also provide our in-house labeling solutions, if necessary.
Customized Approach
We believe in a tailored approach to each client. Oftentimes, we are asked to adjust the output format of 3D cuboid shape images/videos to meet the client’s requirements. Our dedicated technical team goes above and beyond to fulfill demand and ensure a client is satisfied.
How We Perform 3D Cuboid Annotation
Our team uses advanced labeling techniques, precise segmentation of objects, and intuitive picture explanation methods to provide accurate 3D annotations for your Computer Vision projects.
Data collection
Data collection usually happens on the client’s side. But if you don’t supply any data, our team performs data collection at your request. You determine the type of data to gather, the volume, and the method for acquiring it.
Project requirements
At this stage, we coordinate with you the key project details. Together, we decide on the process, policies, data labeling criteria, and annotation tools to create a complete dataset.
Pilot
As we receive the first batch of data, our annotators run a small annotation sample to verify all the edge cases with you. A free pilot helps you decide whether our 3D cuboid annotation service can satisfy your demands.
Full-scale 3D cuboid annotation
Once the pilot is done and the results are satisfactory, we proceed to full-scale annotation by assigning a dedicated team to the project. On request, we can set up on-site teams and provide the option of working in the office. We perform 3D annotations in batches, meticulously recognizing certain objects in the image/video, allowing you to track progress.
Quality assurance
Before sending the completed annotations, we ensure their quality and validity. To ensure the number of mistakes is negligible, Label Your Data delivers a thorough QA.
Why Choose Label Your Data?
Our 10+ years of experience in building remote teams allows us to expertly navigate 500+ data annotators and provide high-quality 3d cuboid annotation services in 55 languages. If you choose us, you get the winning mix of quality, speed, and security of your data.
Our Success Stories
Main challenge:
Annotation of the extensive CCTV footage dataset
Solution:
Establishing an expert team focused on 3D cuboid annotation at scale.
3D Cuboid Annotation for the Tech Firm
Our Client from the technical sector was working on the project visualization for different industrial groups. The Label Your Data team was tasked to annotate over 20,000 images of CCTV footage with 3D cuboids. Leveraging our expertise, we meticulously annotated assets, products, and items in the images, enabling the client to present contextualized information within a 3D viewer.
Main challenge:
Tackling complex 3D LiDAR data annotation, while maintaining security
Solution:
Leveraging a secure third-party annotation solution alongside custom scripts developed in-house.
LiDAR Annotation for Smart City Business
Label Your Data partnered with a smart city company to enhance their AI technology. Our annotators labeled 3D LiDAR maps from global cities, generating precise 3D cuboids for vehicles, bicycles, pedestrians, and more. Using a secure third-party annotation solution, we ensured data confidentiality while our tech team developed custom scripts to meet the client’s specifications. This way, we contributed to safer streets and efficient traffic network monitoring in real-time.
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FAQs
What is 3D cuboid annotation, and what is it used for?
3D cuboid annotation involves labeling objects in 3D space using cuboid shapes. This provides accurate spatial information for various tasks like object detection, tracking, and more in robotics and autonomous driving.
How is 3D point cloud annotation different from 3D cuboid annotation?
3D point cloud annotation is the process of annotating individual points in a three-dimensional space. Instead, 3D cuboid annotation focuses on labeling objects using cuboid shapes, providing a more structured representation of objects.
How do annotators at Label Your Data annotate a 3D object?
In the context of a 3D cuboid image annotation service, our annotators typically label a 3D object by identifying its boundaries or key points in the given data. Then, they create a cuboid around the object to outline its spatial extent and location in three-dimensional space.