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 VISUAL & TEXTUAL DATA ANALYSIS AT SCALE

Overcoming Challenges of Big Data with Advanced Machine Learning Techniques 

WHAT WE DO

With the advancement of drone and image capture technologies, the amount of visual data being generated is outpacing the ability to analyse the data.
Our algorithms are sensor agnostic, so we scale up easily by using data from a wide range of sensors.
We apply advanced analytics to efficiently generate intelligence from various imagery data sources for:
 
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Semantic segmentation, or image segmentation, is the task of clustering parts of an image together which belong to the same object class. It is a form of pixel-level prediction because each pixel in an image is classified according to a category.
We manually label items of interest over a training area of less than 1% of the entire site. Then semantic segmentation modules are trained on this data and deployed on the wider site. 

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We identify and localise a wide range of objects in very large scale visual data. In order to optimise our efforts, we employ transfer learning techniques in which a pre-trained object detector model, was fine-tuned using our own training data. 

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VISUAL SEARCH & IMAGE RETREIVAL

In an interactive fashion, the user can select a bounding box around the object of interest (such as tracks, trees, trains etc. and the system identifies and returns all the other semantically similar objects to the user, in real-time.

SEMANTIC SEGMENTATION

OBJECT DETECTION

WHY?

We quickly transform data into action by using AI-assisted annotation tools for maximum efficiency, providing real-time and interactive feedback when addressing large-scale problems.

01 / AUTOMATE PROCESSES

Automate your labelling and data analysis processes so you can reduce human resource.

02 / REDUCE TIME AND COST

Our techniques reduce the need for time consuming and costly data processing.

03 / WORK AT SCALE

Our techniques enable reduced resources for processing large amounts of data.

 
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OIL & GAS

We provide you with an efficient means of processing large amounts of visual data captured across your networks, sites and assets to reduce the cost and time of producing maintenance and condition reports and plans.

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construction & ENGINEERING

We offer increased visibility across all stages of the construction process from site inspection to groundworks monitoring, project progress monitoring, as built verification and maintenance.

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EARTH OBSERVATION & MAPPING

Human supervision is slow and
expensive. We carefully design and implement an AI-Assisted annotation pipeline to ensure best labelling quality and at the same time 
reduce the amount of human supervision and involvement in the process.

Railway Worker

ASSET MANAGERS

We help you tap into the un-utilised image data that is captured across your networks and assets to help you efficiently and remotely identify critical maintenance issues.

Our algorithms are sensor agnostic, so we scale up easily by using data from a wide range of sensors.

 

DRONES

Drone are used by asset management organisation to capture aerial data using RGB, lidar and infrared technologies.

Security Camera

CAMERAS

Both still and video cameras mounted on assets capture imagery that is uploaded to the cloud on a regular basis

SCANNERS

Photogrammetry technology is used to capture 3D laser point scans of assets and buildings.

GET IN TOUCH

(+44) 07525661580

75 Shelton St, London, WC2H 9JQ, UK

 
 

REQUEST DEMO

Please fill your contact details below:
 
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CLIENTS

LINKS
ABOUT

info@visioimpulse.com

Tel: +44 (0)7525661580

75 Shelton St, London, WC2H 9JQ, UK

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