CreatorML

CreatorML is a machine learning tool that helps YouTube channels optimize their thumbnails and titles to increase CTR. It uses computer vision and natural language processing to generate CTR estimates. Users can identify elements in their thumbnails that draw viewer attention and view how CTR changes with duration and views. CreatorML also offers Custom CTR Predictors and is free for limited usage.