search

luzhangao / fishing

A fishing tool for WOW
1 stars 1 forks source link

caught rate baseline? #1

Open todeletel opened 2 years ago

todeletel commented 2 years ago

Hi, thanks so much for providing an approach instead of cv detection. I trained a model based on yolov5s and found out my model can detect float well but just have 50%-60% to predict caught event. Now I use audio event to detect caught that work well in a silent environment only. I want to know what is the best caught rate and if I can improve the accuracy by annotating more data?

luzhangao commented 2 years ago

There are more than one fish float and different types of landscapes in wow. So the accuracy will increase if you train with more screenshots. I trained a model with 200+ screenshots and got over 85% for most cases. Actually, I can get almost 100% for some particular spots. So you can either increase the training dataset or try to find some spots that have fewer distractions around.