Artificial intelligence consulting services
Thanks to the development of different internal R&D projects in recent years, DIELMO 3D has a solid base on which to develop applications based on artificial intelligence from alphanumeric data, images, videos and/or geospatial data.
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Our in-house developments are prepared to customize any of its parts (input data, data pre-processing, artificial intelligence model training, data post-processing and output formats), so that we can quickly and cost-effectively implement customized algorithms for other companies to integrate into their workflows to automate processes.
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Different techniques
DIELMO has experience in the application of different techniques based on Artificial Intelligence to automate processes, such as:
ᐅ Object detection based on boxes
It allows to detect a rectangle that encompasses the object to be detected.
It is suitable for multiple applications such as cropping an image to the surroundings of the detected object, blurring faces and license plates in images or videos, etc.
Based on these detections, we can implement quality controls to confirm that an object is present in thousands of images, count objects, select the best image among several images of the same object, etc.
ᐅ Object detection based on masks
It allows to identify the pixels within the image or video that correspond to the detected object in addition to the rectangle that surrounds it.
It is suitable for multiple applications such as vectorizing buildings or other types of elements in an orthophoto, obtaining a geo-referenced vector layer.
Based on these detections we can automate processes for the detection of illegal constructions, quality controls in the production of vectorial cartography or automatically avoid that the stitching lines in an orthophoto pass inside buildings.
ᐅ LiDAR point cloud classification
We also have experience in training models for LiDAR point cloud classification to distinguish different types of features such as soil, buildings, vegetation, towers and power lines.
In this way we can improve conventional automatic classifications and reduce manual classification time.
From this automatic classification we can also obtain vector layers with the position of power lines or use input vector layers with the precise position of towers and cables to improve automatic classifications.
Project examples
Below are two examples of projects developed by the DIELMO 3D R&D team using Artificial Intelligence.
AI.dielmo
AI.dielmo is a plug&play software where we can implement customized algorithms based on geospatial information + AI
AI.dielmo
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AID forest
Automated forest inventory based in LiDAR + AI
AID forest
Examples of its use
Getting started with AI.dielmo
Anonymization of images or videos
Draw detections in image
Blur detections in image
Draw detections in video
Blur detections in video
Benefits of working with Dielmo 3D
Confidence
Our systems have been tested and refined. We implement exhaustive quality controls at every step of production. This ensures 99.9% accuracy in power line inspection. Our production team is committed to working with our ISO 9001 quality standards.
Peace of mind
Our experience and production capacity in this type of project is your guarantee of compliance with deadlines.
Customization
Customization of the product to meet your specification. We are not limited by the constraints in of off-the-shelf software. Our R&D Department develops what our clients need.
Capacity
We are able to spin up additional servers on demand using parallel computing and our own software, if we need to meet very short deadlines. All in house.
Value
Our service is not the cheapest, but cheap service can be the most expensive if you are penalised for non-deliveries, unexpected errors, etc leading to the loss of the customer.
Flexibility
If you are an acquisition company and work seasonally, you do not need to maintain specialised staff all year round for processing. We are your contracted processing team.
