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[Feature Request] Continious retraining

Open Doomsdayrs opened this issue 5 years ago • 4 comments

Humans often change overtime. Hair style changes, clothing changes, bruises and cuts appear and skin wrinkles.

The issue i have had with howdy is that my beard throws the detection off.

Is it possible that, if it detects a well matching face, that howdy will remake the model with the addition of the new data. So that howdy will be able to grow a "life cycle" of your face, such as in my case the growth and removal of my beard

Doomsdayrs avatar Apr 29 '20 04:04 Doomsdayrs

Sounds like a really good idea, especially if it's done in the background after authentication!

boltgolt avatar Apr 29 '20 22:04 boltgolt

thought it would come with a few requirements

  1. A secure way to save the data
  2. A way to remove wrong models (IE someone who looks close to you, but isn't you)
  3. (Optional) Way to train the AI to reject individuals that do not match, with a reporting mechanism to tell the user who attempted to login.

Doomsdayrs avatar Apr 30 '20 14:04 Doomsdayrs

The option to automatically train the model when you correctly type the password so that the model gets better each time you put your password in would be a nice feature.

thomasesr avatar Feb 25 '21 16:02 thomasesr