It is a set of data points in space; an object or a 3D shape can be represented using this method. Each point is denoted by a set of ‘x’, ‘y’ and ‘z’ coordinates.
They are produced by 3D scanners or via photogrammetric software, which measure several points on external surfaces of things. It is very helpful in 3D printing or making accurate prototypes.
Axximum is reputed for providing accurate point cloud data for assistance in machine learning and AI. Our services are efficient and full-fledged
There are some processes which include the likes of CAD modeling for fabricated components or structures, animations, which make use of this point cloud data. The advanced procedure after this is point cloud modeling.
The final process of the laser scanning done by the photogrammetric software comprises of modeling by rendering this point cloud data in the shape of a 3D model. This conversion of point clouds to a 3D model is known as “surface reconstruction”.
At Axximum, we use software that helps label objects with the highest accuracy using 3D point cloud annotation, which is capable of detecting minute objects with definite class annotation. This can be used for programming autonomous vehicles to identify objects better. This 3D point cloud technology can also detect an object’s motion in a visual media such as photos, videos.
Classification of objects is much more accurate and 3D points help make a better cloud model for simulating environments and making better data models for machine learning algorithms, because real life problems require real life solutions.
Precision is everything when it comes to managing data annotations. Machine learning is tedious and requires precise & quality data.
Certified with SOC 2 TYPE 1, we maintain latest industry standards in terms of data security while working for our clients & ensuring privacy.
Automating our processes & utilising skilled professionals to deliver results on time no matter how large, a complete scalable solution.