What Is 3D Cuboid Annotation
3D cuboid annotation is a technique that adds a third dimension to the two-dimensional bounding boxes. In cuboid annotation, the approximate depth of the object is added to the usual length and width providing information about the stature, revolution, profundity, and relative situation of the object. 3D Cuboid annotation is used to remodel 2D videos and images captured by the camera into a full 3D enacted world allowing the building of ground truth datasets.
3D Cuboid Annotation For Autonomous Cars
Autonomous vehicles need to be trained to understand their environment, allowing them to navigate the real world. Although 2D annotations can be used, they do not provide enough information about an object as they only provide its length and width.
3D cuboid annotation can improve the amount of information derived from 2D videos and images as it helps AI & ML models to perceive the depth of an object. That provides self-driving cars with more precise information about other moving objects allowing them to navigate hustle-free in a real-world scenario.
Accurate Detection Of Indoor Objects
Artificial intelligence has become an indelible part of our lives. In our homes, automated vacuum machines and other AI-driven robotics have become part of our daily lives. These robotics, however, need to be trained to detect interior items to avoid damaging them.
2D images captured using cameras are annotated using 3D cuboid annotations to create 3D simulated scenario training datasets. That allows AI-enabled computer vision models to identify precise attributes of indoor items, including furniture, and easily detect them.
The datasets are then used to train AI perception models to understand the depth of objects which provides more accurate and precise information about an object. That allows AI-enabled computer vision models to identify precise attributes of indoor items, including furniture, and easily perceive the accurate dimensions of the object.
3D Cuboid Annotation To Train Robots
Industries are moving to automation to save on cost and improve efficiency. Enterprises are using autonomous robots to achieve continuous production and increase resource utilization. 2D images of objects captured from cameras are annotated using 3D cuboid annotation to create AI training data for training perception models for robotics in different industries.
In some industries, such as the automobile industry, robotic perception models leveraging computer vision are trained using 3D cuboid annotated images to perceive, detect, and identify objects in real life. Cuboid annotation is also used in other industries, such as manufacturing, to count products.
Your go-to solution for 3D Cuboid annotation services
At Annotation Box, we specialize in accurate object detection through video and image cuboid annotation. Our annotation experts have experience working with advanced 3D cuboid annotation tools and techniques. They will precisely annotate your 2D images, using 3D cuboids and deliver high-quality training data for your AI & ML detection models. At every stage of your project, we commit to providing high-quality 3D cuboid annotation solutions to achieve the project’s success.
We have offices in the US and India, allowing us to serve our clients seamlessly regardless of their location. Our workforce of over 1000 annotation experts is distributed globally, allowing us to respond to the regional needs of clients effectively.
We have worked with different clients on B2B and B2C projects across various industries. We will work with you to deliver bespoke 3D annotated datasets depending on your project needs.
We are a leading industry annotation solution with a highly trained and experienced team. Our annotation experts guarantee that the 3D annotated datasets will be over 95% accurate.
Learn How We Can Help You Train Your AI & ML Models With Our Professional 3D Cuboid Annotation Services
At Annotation Box, our annotation experts will help you create bespoke, and high-quality 3D annotated datasets to train your AI & ML model. Our team has experience working on different projects across the board. We will annotate your 2D images and videos for any AI & ML perception model using any annotation tool and technique, guaranteeing the success of your project. Our professional annotators are on standby anytime and ready to deliver high-quality datasets. Get in touch with one of our experts today to get started.
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