Over the holidays I was building a wooden birdhouse with a Unifi Protect camera and a small web interface that automatically identifies the birds and shows me a simple overview over which type of bird visited how many times. Birdhouse: https://img.notmyhostna.me/cRQ1gJfZCHjQKwFrgKQj UI: - https://img.notmyhostna.me/Hnw4qcvbg1ZQCrFxzGMn - https://img.notmyhostna.me/62TFwSXSRRbCfxDz297h - https://img.notmyhostna.me/40q…
Fab job, did spark one question though, Re: face labeling, are you trying to to get a model to identify specific individuals of a species?
Right now I only use it so that my thumbnails of pictures from the camera are centered on the head in the UI as I couldn't find a pre-existing model that does it for animals. I'm thinking that maybe having this data set of a few hundred bird faces will allow me to train a small one in the future to do it more automatically. If not...I at least learned something new about building models!