Image Recognition
In the age of deep learning your images can create immense value and provide critical insights. We leverage your image, video or audio repository and develop a customised deep learning framework to train models that can analyse objects, faces, emotion, text and extract high-level representations from scenes.
The Challenge
Your organisation requires the automatic categorisation of images, video or audio data, perhaps in real-time.
How can you utilise the most recent advances in deep learning to build this functionality into your organisation?
The Solution
We are experts at utilising existing cloud APIs such as Google Cloud Vision or Microsoft Cognitive Services and building our own bespoke image recognition neural networks, customised to your own data.
We can analyse images, video or audio for attributes including objects, faces, emotion, text and explicit content, and build models that uses your own categories to label an image.
The output is a confidence score for each potential category and the locations in the image where the objects of interest can be found.
Deliverables
01
A model that returns predicted attribute scores for each input image, either using existing cloud APIs or training a bespoke network using Python, Tensorflow and Keras.
02
Installation of the model onto a cloud server and an API through which predictions on new images can be made.
03
Ongoing support for retraining and enhancing the model and a dashboard to monitor model performance.
The Outcome
Your product will be enhanced by image recognition that utilises cutting edge AI technology.
Start a conversation
Take the first step by speaking with one of our data experts today.