The Office of the Chief Data Steward has created AI powered tools that allow automated processing of images to bring the following advantages
Scalability: These AI systems can be deployed to annotate massive datasets with minimal additional cost.
Improved consistency: AI applies the same learned criteria across all images, reducing human variability and bias.
Continuous improvement: AI can improve over time with more data, leading to progressively better performance.
Increased speed and efficiency: These systems can process and annotate large volumes of images much faster than manual annotation alone.
Reduced human labor: AI assistance reduces the manual workload, allowing human annotators to focus on edge cases and quality control.