Deep Learning, Artificial Intelligence, Convolutional Network, Object Detection, Machine Learning.
Proposal-Free It is observed that only the proposal-free method can converge successfully without the pre-trained models (while those networks with RPN cannot). The proposal-based methods work well with pre-trained network models because the parameter initialization is good for those layers before