Create baseline visualization on home page about ajl.ai

[boazsender]

From @tafsiri: show a head to head of this systems labels against the NIST standard.

[boazsender]

from @tafsiri: build it up in three stages?

1. What is the existing data

2. What are the actions that are done to faces based on these data

• detection
• classification
• recognition

3. What impact can you, and have you had by being a part of this annotator community.

[boazsender]

A different idea from @vlandham:

enter your demographics and see how you are represented in a set of histograms of datasets by demographics.

Example:

• Base visualization shows distribution across a metric (such as age).
• Could show multiple datasets at one time.

Then additional UI something like flowing datas to enter in personal data, such as:

• I'm a 34 white male.

those faces matching this description light up in the distribution.
Additional meta data about how much of the dataset vs average across all datasets is presented.

[tafsiri]

Btw another thing that occurred to me on the way home (which is probably obvious to you). Is that i've been thinking about the dataset like its a training dataset when its actually a (held out) test dataset (is that correct)? Which could allow for another framing as well around "how even in measuring the accuracy of a given tool its only taking X number of people from this demographic into account", which is maybe what you were going for and i just understood.