Deep Learning, Artificial Intelligence, Self Supervised Learning, Unsupervised Learning, Object Detection.
2012 dataset and obtain 44% mAP. Using the proposed unsupervised network pre-trained with 1.5M pair of patches and then fine-tuned on VOC 2012, mAP of 46.2% is obtained (unsup+ft, external data = 1.5M). However, using more data, 5M and 8M patches in pre-training and then fine-tune, 47% and 47.5%