POINTLY SERVICES
On-demand advanced 3D point cloud services
tailormade for you.
On-demand advanced 3D point cloud services tailormade for you.
Combine six single services into robust data pipelines or choose the one(s) you need. We offer you the best service along with your 3D AI project and help you to bring it to life!
Take advantage of years of experience of the Supper & Supper – the creators of Pointly – 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 about 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 continuously 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 robust 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 and individual tree separation with corresponding inventory data.
Acquisition Services.
We offer data acquisition as the first step in an end-to-end pipeline in cooperation with our Partner Network.
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?
We can offer you a fast point cloud generation pipeline in cooperation with our drone flight and photogrammetry partner.
Post-Processing
Do you already have point clouds but would like to improve their data quality?
We can offer denoising, registration, and filtering for large amounts of point cloud data with our cloud-powered processing pipelines.
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 order labeling tasks flexibly.
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 benefit from automated classifications and 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. Pointly first manually labels the data and then proceeds with creating an automated pipeline for you. The main goal will be to develop 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. For example, youSo, for 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 than 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? Then, 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 than 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? Then, have a look at our analysis services.
Every single instance can be addressed individually. For example, youSo, for can list all houses and pick them individually rather than all or none.
Analysis.
You can combine our analysis services 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 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. You can further refine the outputs of our robust Analysis Services, whether aggregate or per object, 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, such as 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.
Tabular data
Do you prefer a straightforward summary of the objects in your point clouds? Then, based on our Instance Segmentation Service we can provide you with a detailed table of all individual objects, their types, and any required additional attributes such as volume.
Other
Do you prefer pdf reports, an interactive dashboard, or integration into a website? Contact us for custom inquiries, and we make sure to get the valuable information from your point clouds to where it is needed.