DeepETPicker A deep learning based open-source software with a friendly user interface to pick 3D particles rapidly and accurately from cryo-electron tomograms

A deep learning based open-source software with a friendly user interface to pick 3D particles rapidly and accurately from cryo-electron tomograms. With the advantages of weak labels, lightweight architecture and GPU-accelerated pooling operations, the cost of annotations and the time of computational inference are significantly reduced while the accuracy is greatly improved by applying a Gaussian-type mask and using a customized architecture design.