At TransPerfect DataForce we provide data collection for speech, natural language processing, and computer vision.
Data Collection is pivotal to ensure that machine learning models work properly and without bias. Data is the raw resource that enables AI use cases to succeed. Simply put, AI doesn’t work without data. There are two main ways in which bias can show up in training data:
• The data is unrepresentative of reality
• The data reflects existing prejudices
To help prevent this bias in data, we gather the necessary people from our internal database to match your AI project’s requirements. These people collect the large volumes of data required for your specific needs.