This repository provides a TensorFlow implementation of CTPN for text detection in images, demonstrated with ID card detection. It includes model training code, frozen graph inference, CPU/GPU non-maximum suppression (NMS), BLSTM layers, and an oriented text connector for detecting text at various angles. The project supports both horizontal and oriented text detection modes.