How to avoid sample bias while obtaining large scale data?

The real-time QA and QC are integrated into the labeling workflow as the consensus mechanism is introduced to ensure accuracy.
- Consensus mechanism
Assign the same task to several workers, and the correct answer is the one that comes back from the majority output.
For more details, please have a look at the article: No Bias Labeled Data — the New Bottleneck in Machine Learning