Deep Learning, Artificial Intelligence, Self Supervised Learning, Unsupervised Learning, Object Detection.
Pretrained Model It is noted that ImageNet dataset is a set of labelled data. When ImageNet pre-trained model is used, 50.1% mAP (RCNN 70K) is obtained. The result of ensembling two of these networks is 53.6% mAP (RCNN 70K (2 ensemble)). If three networks are ensembled, a mAP of 54.4% is obtained.