POINTLY SERVICES
On-demand advanced 3D point cloud services
tailormade for you.
On-demand advanced 3D point cloud services tailormade for you.
Combine 6 single Services into powerful data pipelines or choose the one(s) you need. We offer you the best Service along your 3D AI project and help you to bring it to life!
Take advantage of years of experience of the Supper & Supper GmbH which develops customized AI solutions based on the latest developments in neural networks and machine learning.
If you have a custom Use Case in mind you can inquire a solution tailored to your needs through Pointly Services.
Pointly Services.
Acquisition
Together with our Partner Network we offer data acquisition as the first step in an end-to-end pipeline.
Labeling
Flexibly order labeling tasks through a scalable and professional workforce and receive results faster.
AI Training Service
Receive your own specific AI model, that enables automated and continously improving point cloud classification.
Detection
Automatically classify point clouds and detect object instances with powerful 3D AI algorithms.
Analysis
Unlock insights regarding distances, volumes, types and more through automated pipelines.
Conversion
Receive outputs in the formats that work best for you, for example map layers or CAD models.
Use Cases.
Services combined into powerful data pipelines
The automated generation of CAD models from 3D highway scans
The goal of this project was to automate the generation of CAD models from point clouds with the help of deep learning.
The automated labeling of point clouds from highway scans
The goal of this infrastructure project was to fully automate point cloud labeling by using deep learning models.
The new way of generating BIM models from 3D point clouds
We created a BIM Model from photogrammetric point clouds with added area attributes for roofs and walls.
Creating a street asset inventory from point clouds by using AI
The goal is to detect street assets in point clouds and classify street signs to precisely map them into a GIS system.
The automated conduction of a forest inventory
The goal was to provide exact tree point identification in the point cloud as well as individual tree separation with corresponding inventory data.
Acquisition Services.
In cooperation with our Partner Network we offer data acquisition as the first step in an end-to-end pipeline
Point Cloud Generation
Order LiDAR and imagery-based scans of your physical assets anywhere in the world and process the data directly through Pointly’s intelligent labeling tools and services.
Photogrammetry Processing
Do you use drone images to capture your assets and would like to turn them into point clouds?
In cooperation with our drone flight and photogrammetry partner we can offer you a fast point cloud generation pipeline.
Post-Processing
Do you have already point clouds but would like to improve their data quality?
With our cloud powered processing pipelines we can offer denoising, registration and filtering for large amounts of point cloud data.
Labeling Services.
Do you need large amounts of point cloud data manually classified but would prefer to hire someone for the job?
In collaboration with our Labeling Service Provider, we provide access to a scalable and professional workforce that allows you to flexibly order labeling tasks.
Since the work will be done with Pointly’s intelligent selection tools, you can expect to see results much faster!
AI Training Service.
Are you looking for a way to make your point cloud classifications more efficient?
Then Pointly’s AI Training Service is for you!
With this Service we offer you the possibility to not only benefit from automated classifications but also from tailor-made neural networks, specifically for your Use Case. Like this your data quality improves with immense time savings over manual annotation, as your AI model learns every time your point clouds are classified. When the model takes over, the automation increases. Do the work a few times and then rarely ever again.
Detection Services.
Do you need your point clouds to be enriched with point classification information?
Automatic Point Cloud Classification
We can automatically classify the objects you want in your point clouds. We use our tool Pointly to firstly manually label the data and then proceed with creating an automated pipeline for you. The main goal will be to create standard detectors which you can use to classify new point clouds way faster than before.
Every point that is a member of the “House” class can only be filtered with all other members of that class.
Every single instance can be addressed individually. You can list all houses and pick them individually rather than all or none.
Automatic Instance Segmentation
Instance segmentation builds on top of our AI-based classifiers to identify single instances of an object class. Rather then knowing which points belong to the “Tree” Class, you can then count and filter for individual trees and other objects. This allows you to conduct much more powerful analysis and disaggregate information on a per-object level.
Do you want to know more about what untapped information can be extracted from your point clouds? Have a look at our analysis services.
Automatic Instance Segmentation
Instance segmentation builds on top of our AI-based classifiers to identify single instances of an object class. Rather then knowing which points belong to the “Tree” Class, you can then count and filter for individual trees and other objects. This allows you to conduct much more powerful analysis and disaggregate information on a per-object level.
Do you want to know more about what untapped information can be extracted from your point clouds? Have a look at our analysis services.
Every single instance can be addressed individually. You can list all houses and pick them individually rather than all or none.
Analysis.
Our analysis Services can be combined with our Conversion Services depending on what output format you would like to receive the analysis in.
Aggregate Analysis
Building on our Automatic Point Cloud Classification Service you can quickly summarize and filter the information contained in a point cloud. This includes especially surface coverage and surface properties such as:
- Elevation (Ground and/or Surface)
- Height above Ground
- Footprints of Object Classes
Per-Object Analysis
Building on our Automatic Instance Segmentation Service it becomes possible to extract information from your point clouds at the level of single objects. This includes for example:
◦ Position ◦ Shape ◦ Length/Width/Height ◦ Area
◦ Volume ◦ Smallest Bounding Box ◦ Object type
Conversion.
Point clouds are only the start in an advanced 3D analysis pipeline. The outputs of our powerful Analysis Services, whether aggregate or per object can be further refined into other data formats that tie right in with existing workflows. That is why we offer the following conversion services:
Raster data
Surface properties such as elevation or type can be represented best as raster data, that is formats such as GeoTiff, GeoJson and more. This also includes aggregate statistics from our Analysis Services.
Vector data
Individual object footprints or positions are best represented as shape layers which you can then use in any GIS software. These formats also allow storing additional features from our Analysis Services as per-object attributes.
CAD data
Being able to detect individual instances of object classes down to single building components, we are happy to offer you automatic conversion services from point cloud data into CAD formats.