DERIVE VALUE WITH COMPUTER VISION
We develop AI solutions focused on deriving valuable information from visual inputs like images and videos at a scale and speed impossible for humans.
Our experience in this domain allows us to provide our partners with solutions tailored to their specific datasets, scale and performance needs.
- Speed up processes
- Improve accuracy
- Increase civilian safety
COMPUTER VISION SERVICES
- Image Recognition
- Object Detection
- Face Recognition
- Video Analytics
- Video Recognition
- Object Tracking
IMAGE RECOGNITION
Image recognition is tasked with detecting and identifying people, items, places, writing or otherwise specific features on an image. Vision data like pictures from different manufacturing steps in a production line, for instance, could be used to make real-time decisions based on real-time detections of any quality or process deviation in real-time.
Historical data could also be batch processed to gain insight on the current production procedure to seek continuous improvement.
We can provide vision systems that can be leveraged across multiple fields by leveraging different tools: in addition to the classification models described above, we can use Image Segmentation methods that are used to divide (segment) each image in multiple areas so that each pixel belongs to a known label.
THE AI ALLOWED US TO PROCESS MORE POWER LINE IMAGES AND INCREASE ACCURACY
The AI implementation speeded up the procedure of object detection by 15%. It highlights insulators of the image made by drones and classifies whether it needs maintenance.
The detection became more accurate as the computer vision system allows finding on average 11 more defects per line kilometer.
IMAGE RECOGNITION USE CASES
- Analysis of satellite, aerial/drone, remote sensing or hyperspectral imaging for land cover detection, environment conservation, livestock monitoring, urban or agricultural development
- Medical diagnosis and prediction via x-ray, EKG and MRI imaging processing
- Safety monitoring systems that analyse body scanner/metal detector imaging in correctional facilities to detect smuggling.
OBJECT DETECTION USE CASES
- Detection of production issues or defects in manufacturing
- Automation of visual inspections of equipment or buildings
- Warehousing automation and inventory assessments
- Characterising different production stages in the pharmaceutical industry
- Crowd counting in public spaces as well as tools to guarantee that a
- minimum distance is respected when required
- Workplace safety/PPE monitoring tools
FACE RECOGNITION USE CASES
Such capability can be used for:
- access control to restricted areas
- assist law enforcement in identifying criminals and missing persons, even among crowds
- identity validation in a purchase process
VIDEO RECOGNITION USE CASES
- Human Activity Recognition tools can be used to assess what activities a person is carrying out and are used in security systems, sport and health surveillance, medical and disability assistance, gaming and human-computer interaction, retail theft prevention.
- Visual speech recognition
- Facial and micro expressions recognition
OBJECT TRACKING USE CASES
- Autonomous driving, which at its core consists of an “awareness” of the vehicle position compared to others and the road.
- Gaze estimation to quantitatively measure human engagement and intention
- Speed estimation
HOW WE WORK ?
Mapping the problem
Working closely with your company, we will identify the key areas where AI can bring the most value. This involves meetings with all stakeholders and developing a roadmap for action together.
Data exploration and proof of concept
We will evaluate if you have the business data needed to train relevant machine learning models. If required, we identify additional frameworks for data collection in your company.
Proposal for deliverables
Based on our meetings and data analysis, we’ll share with you the possible AI use cases for your company. We will work hand-in-hand to agree on the desired outcome.
Model development
We will build and apply various machine learning models to your business data, to find the best solution. As a result, we will develop algorithms that accomplish the desired goal
