Data Collection
We provide data collection services to store data in various formats and train machine learning models to complete certain tasks automatically.
How do we collect data?
The data collection process takes time and resources, but it is critical. In fact, it is the quality of the data collected that determines the success of a machine learning project. Relying on an external data provider allows you to collect a large amount of high-quality training data of various kinds.
At this stage, we make sure to manage and store data in the most appropriate manner, meeting the required security standards. According to the client’s needs, we can provide data in two ways:
- Ad hoc is suitable for projects that require specific guidelines and settings. Once we receive the detailed instructions from our clients, we tailor our collection and our QA processes to meet the requirements.
- OTS (off-the-shelf) is suitable for projects that require quick sourciness and delivery of the sets in case of non exclusivity of the data.
Text Collection
Text data collection, in different languages and scenarios, supports the training of conversational interfaces. On the other hand, handwritten text data collection enables the enhancement of optical character recognition systems.
Audio Collection
Automatic speech recognition technologies must be trained with multilingual audio data of various types and associated with different scenarios, to help machines recognize intents and nuances of human speech.
Image & Video Collection
Computer vision models, just as objects and human interactions recognition technologies require a training based on processing a huge number of images and videos to learn how to interpret these data.
Our global network of contributors allows us to collect a wide range of different kinds of data across specific platforms. This enables us to provide clients with customized data collection services associated with different languages and scenarios.
We collect the required training data according to legal standards in line with specific GDPR requirements. We also rely on secure collection platforms and are committed to ensuring fair and transparent payment to our contributors.
