Binary Image Classification with CNN - best practices for choosing “negative” dataset? [closed]

Answer 1

I think the negative sample should be selected depend on the occasion your model works on. If your model works on the street as a car detector, the reasonable negative sample should be street road background, trees, pedestrian,and other vehicle that commone in street. So i think there is not a universal negative sample select rules but only depend on your need.