[D] Object Detection/How much mAP is enough? • r/MachineLearning

I'm trying to train a deep learning model to classify stores, similar to Google's "Ontological Supervision for Fine Grained Classification of Street View Storefronts" paper. That's why I generated a variety of datasets from these raw images: What do you think, I was hoping All POI dataset would achieve higher mAP like .70-.80. Are these values accurate enough?