eragonruan/text-detection-ctpn
A TensorFlow implementation of the Connectionist Text Proposal Network (CTPN) for horizontal scene text detection.
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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.
Frequently asked
- What is eragonruan/text-detection-ctpn?
- A TensorFlow implementation of the Connectionist Text Proposal Network (CTPN) for horizontal scene text detection.
- Is text-detection-ctpn open source?
- Yes — eragonruan/text-detection-ctpn is open source, released under the MIT license.
- What language is text-detection-ctpn written in?
- eragonruan/text-detection-ctpn is primarily written in Python.
- How popular is text-detection-ctpn?
- eragonruan/text-detection-ctpn has 3.4k stars on GitHub.
- Where can I find text-detection-ctpn?
- eragonruan/text-detection-ctpn is on GitHub at https://github.com/eragonruan/text-detection-ctpn.