Deep Learning, Artificial Intelligence, Self Supervised Learning, Unsupervised Learning, Object Detection.
SVM is trained on top of it. mAP of 26.1% is obtained using the proposed unsupervised network (training with 8M data). The ensemble of two unsupervised-network (training with 5M and 8M data) gets mAP of 28.2%. As a comparison, ImageNet pretrained network without fine-tuning gets mAP of 40.4%. The