Data Services for AI
Artificial intelligence (AI) and machine learning (ML) use data to train algorithms to make them smart, reliable, and efficient. This allows us to validate AI and ML programs and make their behavior closer to human learning, reasoning, and self-correction. Selecting training data needs a human contribution to guide machine learning.
The amount of human intervention required depends on the type of ML algorithm and the problem it is intended to solve. Every successful AI implementation has a large amount of data behind it, and that requires companies to reflect on their data strategy. Machine learning requires time and preparation of reliable training data to allow expertly crafted models. Lumina Datamatics provides a large corpus of the training data so vital for its machine learning success.
From training, tuning, and model selection to testing, Lumina Datamatics works as a partner to generate any of three different data sets: the training set, the validation set, and the testing set.
Reach out to us if you are looking for a reliable partner to build these data sets. Our services include the following:
- Generation of training data: photos, audio, video, and text
- Tagging and enrichment of training data for text analysis, evaluations, and image annotation
- System testing and evaluation of results