4 ms·
Does it? Seems to me data is a prime place for exclusion to occur. Example: a dataset of tagged photos for training a neural net to analyze facial expressions.
by Volundr 5y ago
Does it? Seems to me data is a prime place for exclusion to occur. Example: a dataset of tagged photos for training a neural net to analyze facial expressions. All the photos are of white faces.
- belorn 5y agoMaye they should run a study on diversity approved data set and see how well they match the demographics where it is being used. Then they could compare it to data sets without diversity reviews and see which one has better representation of the actually demographics. A kind of performance test for the diversity review.
- brailsafe 5y agoYa I imagine the real utility of a given dataset or review would be determined by what it's sampling and what it's intention is.