bencoman
July 9, 2022, 1:36am
97
I found a question in the public forum that I found interesting and on the cusp of being able to answer. Could someone with more experience follow up my response to this post…
I’m training a ResNet50 classifier to detect when my cat is trying to bring in a dead animal into my house. There are three nested classes possible:
cat in frame,
cat face visible (if score is high enough, this is the cue to save the images for later)
cat with prey (if score is high enough, this is the cue to lock the cat door)
Here is what my dataframe looks like when everything is prepped and ready:
[image]
You’ll notice that one category is “null”, i.e. no cat is in frame and n…