I'm not going to tell you how to live your life, but maybe you should have some sort of disclaimer: "not responsible for accidentally identifying death caps as chantarelles."
This is the first example I've ever seen of an image classifier that could kill someone if it makes a mistake.
You may also want to consider listing all percentages and classification types, instead of just the highest match (if you don't do this yet).
The first thing they taught us kids was to be very wary of death caps, and most mushrooms with gills in general. If it has gills and you are unsure, just leave it. Never had any accidents with wrong mushrooms and had lots of fun, at least until a certain nuclear reactor blew up and we had to stop.
Will also give some picture examples with mushrooms that look alike but with one delicious and edible and another deadly.