I have trained the pet detector from tensorflow object detection with a ssd mobilenet architecture.
The train dataset only contains image with a single objects (1 image = 1 box ).
I would like to detect multiple objects on personnal data. Is it possible to use this model on my data or I need to train a new model with dataset which contains multiple elements ? (for the moment return only 0 or 1 box for 1 image)
More generally, do I need a dataset with images containing multiple objects to have a multiple object detector ?