Then, aiming at the problem that LPI radar waveform training samples small and deep CNN parameters training difficult, the idea of transfer learning is put forward in the radar waveform recognition algorithm, the relationship between SVM and deep network model classifier is analyzed, and two migration learning algorithm recognition models (perception-v3-svm, resnet-v2-152-svm) are proposed