Case Studies

Industry:

Utilities

Service:

Data Annotation

Real-Time Transcription of American Police Radios

Challenge

In order to deliver this service, the Client needs a large and highly trained global workforce to listen in real time to American police radio scanners, accurately transcribing and classifying the activity so it can be reported to end users.

Solutions

Aya Data put forward its specialized English language transcription team in Ghana to transcribe and classify the audio as per the demands of the client.

Results

Aya Data’s team of transcription specialists handled the live transcription of over 500k police calls and activities, on a project lasting almost 18 months.

Industry

Utilities

Headquarters

London, UK

Company Size

250+

Industry:

Retail

Service:

Data Annotation

Identifying Shoplifting Events in Real Time

Challenge

Aya Data went through 5,000 hours of video surveillance footage and labelled each person in every frame with tight bounding boxes. Once people had been labelled correctly, a ‘key point’ was added to denote the start and end of the theft.

Solutions

Aya Data’s pre-processing team was able to cut 5,000 hours of CCTV footage into manageable slices that were subsequently labelled by over 100 experienced video annotators.

Results

The video images labelled by Aya Data were used to train a bespoke computer vision model to detect instances of shoplifting and prior behaviour warnings, with complete satisfaction from the Client.

Industry

Retail

Headquarters

London, UK

Company Size

250+

Industry:

Transportation

Service:

Data Annotation

Preparing Autonomous Vehicles for the Growing Popularity of E-Scooters

Challenge

The Client wanted to cover off an unaddressed edge case in their AV training workflow - the burgeoning existence of e-scooters on European roads.

Solutions

Aya Data’s AV labeling experts labeled 10,000 images of e-scooters in different contexts, positions, and situations.

Results

The images labeled by Aya Data were used to train the Client’s computer vision model.

Industry

Transportation

Headquarters

London, UK

Company Size

250+

Industry:

Geospatial

Service:

Data Annotation

Environmental Change Detection Using High-Resolution Satellite Imagery

Challenge

Aya Data’s challenge was to segment roads, rivers, lakes, residential use, industrial use, and natural terrain into different classes within 2,000 ultra-high resolution satellite images of South America covering several years.

Solutions

Aya Data used its image segmentation experts in Ghana to accurately label 2,000 ultra-high resolution satellite images.

Results

The images labeled by Aya Data were used to accurately train a custom computer vision model to detect the changing land uses of regions of South America.

Industry

Geospatial

Headquarters

London, UK

Company Size

250+

Industry:

Utilities

Service:

Data Annotation

Precision Annotation on Road and Infrastructure Damage

Challenge

The Client contacted Aya Data to annotate 250,000 images of various road surfaces and crack types with bounding boxes, polygons, and semantic masks. The annotated data would be used to train the Client’s computer vision model.

Solutions

Enhancing annotation accuracy: We implemented a rigorous human-in-the-loop quality control mechanism to ensure that all annotations meet the required level of precision.

Results

In part because of our involvement, the Client successfully developed an accurate computer vision model that could detect and classify road cracks, enhancing the efficiency of their maintenance crews by enabling timely and targeted repairs.

Industry

Utilities

Headquarters

London, UK

Company Size

250+

Industry:

Medical/Healthcare

Service:

Data Acquisition

Securely Procuring and Annotating Large Volumes of 3D DICOM Medical Data

Challenge

Creating or procuring medical and healthcare datasets is difficult because of patient privacy, anonymity, data protection laws, and internal protocol.

Solutions

In order to help ethically source the medical data set that the client needed, Aya Data worked with the Department of Radiology at the University of Ghana Medical Centre (UGMC).

Results

After several iterations of the workflow, the client felt that the annotations done by the Aya medical team were of the same standard or better than those done by their physicians in Europe, and at a fraction of the cost.

Industry

Medical/Healthcare

Headquarters

London, UK

Company Size

250+