Fennaio | artificial intelligence software

Image Recognition AI Software for the Wind Power industry


Artificial Intelligence Software
Machine Learning Data Science Software
Deep Learning Software

[*images maybe holding images until release date]


We are specialists in the practical application of Artificial Intelligence including Image Recognition AI, Machine Learning, Deep Learning and Data Science Software used within Wind Power processes and operations

Artificial Intelligence can recognise and react in multiple ways to all types of image regardless of the sensitivity, speed and accuracy required.

The power of image recognition

Being able to automatically recognise patterns, shapes, sizes, colours and orientation of objects within images is an extremely powerful tool in a wide range of businesses, operations, tasks and processes.

By learning from known and highly variable image shapes, textures, dimensions, positions in space (2D/3D) including all the in-between highly variable and unpredictable object attributes; image recognition becomes more insightful, more meaningful, more accurate and much more beneficial when used for tasks and processes like: e.g. object classification, automatic and rapid image-based diagnosis, anomaly detection, quality control, computer vision, self-driving vehicles, threat assessment, robotics, security, investigations, and responding to visual changes in any type of environment, amongst many more cases.

The accuracy of image recognition is directly proportional to what is already known about certain objects (e.g. their full range of attributes and dimensions): the more past images to learn from the more accurate and informed we can conduct future image recognition.

NameELDR-I Image
AI EngineELDR-I
Release DateMarch 2021
Version1.0
Hosting/installationLocal Standalone, Internal Network or Cloud
IntegrationDirect coupling or RESTful API
PriceContact Us
LicenceContract basis
SLAContract basis
UpgradesContract basis

Artificial Intelligence makes automatic image recognition highly dynamic and incredibly accurate

Learning from past images in order to recognise the same type of image/object in the future might sound straightforward - it is of course exactly what a human brain does - but making this process automatic and asking a machine to do this is extremely complex and demanding, mainly due to the huge amount of variability involved: size, shape, orientation, perspective, direction, distance, colour and lighting - and these are variations that can happen for just one object, let alone when you have multiple types of object in the same image.

If a traditional software programming approach was used, the computer would continually be asking "if this, then learn that; if x and y, learn z". This stepwise methodology is extremely limited, inefficient and resource-heavy as the program will only do what it has explicitly been told to look for by the programmer; making it next to impossible to account for all possibilities and variations, even in the simplest of images and objects. You certainly couldn't use this approach for complex and diverse scenarios e.g. multiple objects in the same image, or indeed where a single object showed more than a couple of variations, unlike most objects that contain many hundreds, if not thousands of variable attributes.

With AI and Machine Learning technology it is now possible to learn from near infinite amounts of variable, constantly changing image data in order to carry out much more accurate and rapid image recognition, automatically.

ELDR-I Image is a powerful Deep Learning Image Recognition package that can accurately and rapidly help recognise unlimited images/objects based on variable past and complex image data it has learnt from

ELDR-I Image is built around our powerful ELDR-I AI Engine, which is a Deep Learning Convolutional Neural Network. ELDR-I Image uses Supervised Learning and Image Classification to learn how to recognise all types of images thrown at it, regardless of size, complexity and granular detail (down to the single pixel level).

When ELDR-I Image has learnt (trained) from the data, it is then primed to receive current-status image data from which to rapidly process images and recognise/classify objects within - in order to give a response - and that response can range from a simple classification to a "yes/no" to triggering sophisticated downstream events.

ELDR-I Image is highly dynamic, autonomous, configurable, graphical and easily integrated

Dynamic

ELDR-I Image can handle and learn from multiple sources, sizes and complexities of image data for numerous environments and requirements simultaneously. Data can be changed at any time and it can continually learn.

Autonomous

By default ELDR is plug and play - you can simply give it appropriately formatted image data and it will automatically learn from it, including self optimisation, self scaling and classification.

Configurable

In some cases you may be happy with plug and play, however almost everything in ELDR-I Image is configurable; from labelling of images, to colours, displays, output format, learning modes, learning accuracy, all the way through to Convolutional Neural Network dynamics and dimensions.

Graphical

ELDR-I Image uses a rich intuitive GUI Dashboard from which to manage the whole AI process (image data preparation, learning, outputting and testing), including a comprehensive suite of gamified charts and other visual displays to monitor everything.

Easily Integrated

AI Integration is our speciality. We understand that AI can be used in a variety of ways and in numerous system-types and processes. We build our software to be entirely modular and there are multiple integration methods and points ranging from network-based RESTful API integration to direct coupling at the code level, depending on the response time required, amongst other considerations.

Key points about our Image Recognition AI software

  • Can help recognise images and objects with images to a high degree of accuracy, after learning from past image data
  • Can handle numerous data streams and outputs simultaneously
  • Uses our powerful ELDR-I AI Deep Learning Convolutional Neural Network Engine
  • Dynamic
  • Autonomous
  • Configurable
  • Graphical
  • Easily Integrated

Example areas where Fennaio can help with AI, Machine Learning and Deep Learning in the Wind Power industry


AI can be used all over the Wind Power industry, including these processes, operations and tasks:
  • modelling
  • design
  • analytics
  • demand forecasting
  • risk management
  • safety
  • process optimisation
  • suitability checks
  • surveying
  • monitoring
  • instrumentation
  • automation
  • many more...

How Fennaio can help you efficiently integrate Image Recognition AI Software with your Wind Power operations


AI Education

for Image Recognition in the Wind Power industry
Fennaio helps your Wind Power organisation with understanding the fundamentals of exactly what Image Recognition AI is, how you can use it, where you can use it and how you can implement and integrate it - all in an easy-to-digest manner.

AI Strategy

for Image Recognition in the Wind Power industry
Fennaio works closely with you and your relevant teams to understand your Wind Power organisation operations and your long term goals so we can plan when and where to introduce Image Recognition Artificial Intelligence with minimum disruption and maximum benefit.

AI Tooling & Development

for Image Recognition in the Wind Power industry
Fennaio provides all the relevant hardware, software, network and infrastructure requirements you need to implement Image Recognition Artificial Intelligence, whether this be an off-the-shelf software product or system, or a completely bespoke solution, a standalone piece of software or an enterprise-grade package.

AI Data Analytics

for Image Recognition in the Wind Power industry
Fennaio partners with you to fully understand your current data, how it relates to and is currently gathered from your current Wind Power operations, and how to harvest, analyse and prepare it for use in Image Recognition Artificial Intelligence and Machine Learning to result in maximum gain.

AI Learning

for Image Recognition in the Wind Power industry
Fennaio will use your correctly formatted data streams to train the Image Recognition AI, Machine Learning or Deep Learning system by using an optimisation and scaling up procedure until the Image Recognition AI is fully and continually primed to start outputting useful information for your Wind Power operations.

AI Visualisation

for Image Recognition in the Wind Power industry
When the Image Recognition AI is fully trained, Fennaio will feed it live Wind Power operations or test data and use various visualisation techniques to confirm with you a beneficial output is being achieved; whether this be a prediction, pattern recognition, a rapid analysis, a diagnosis or any other type of output.

AI Integration

for Image Recognition in the Wind Power industry
When you are satisfied the Image Recognition AI software is producing effective results, we will integrate the AI into your existing systems if required. Whether this be at the code level, integration over a network or as a standalone process, we will seamlessly integrate the AI with your Wind Power operations.

AI Delivery

for Image Recognition in the Wind Power industry
After the Image Recognition AI is successfully integrated into your Wind Power operations, we will continue to monitor the whole Image Recognition AI process from data acquisition, analysis, processing, learning, visualisation and output until you are fully satisfied you have an AI system that is achieving your operational goals.

Other AI Software for the Wind Power industry

As well as Image Recognition software for the Wind Power industry, we provide a comprehensive set of other Artificial Intelligence, Machine Learning, Deep Learning and Data Science software:

How Fennaio works with you at every stage of the AI and ML Integration process.

Whether you are starting out on your first AI project, just interested in the possibilities of AI or are wanting to expand your existing AI suite, we are here to help.

AI Survey & Plan

We will discuss with you where you are, where you want to be, and how we can achieve it with AI - whether by a bespoke solution or using one of our off-the-shelf products

AI Data Analysis & Preparation

We will work with you to gather, analyse and prepare all your relevant data sources for use in the AI system(s)

AI Execute & Visualisation

We will run and tune the AI throughout the AI learning process and enable the AI to produce a real time visual output to confirm the AI is producing beneficial results

AI Integration

When you are satisfied the AI is delivering the results you desire, we will integrate the AI with your new or existing systems

You are one step closer to getting Artificial Intelligence into your Wind Power organisation

Fennaio has the expertise in the Wind Power sector to get you up and running with Image Recognition AI and Machine Learning in your new or existing systems, software and operations.

Get Started
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