Deep Learning, Artificial Intelligence, Convolutional Network, Object Detection, Machine Learning.
66.8% top-1 accuracy and 87.8% top-5 accuracy on the validation-set. After fine-tuning, 70.3% mAP is obtained on the VOC 2007 test-set. The corresponding training-from-scratch solution achieves 70.7% accuracy, which is even slightly better. 3.3. Runtime Analysis With 300×300 input, full DSOD can