https://github.com/dubvulture/text_fcn
https://github.com/dubvulture/text_fcn
bachelor-project bachelor-thesis convolutional-neural-networks fully-convolutional-networks machine-learning tensorflow text-detection thesis
Last synced: 22 days ago
JSON representation
- Host: GitHub
- URL: https://github.com/dubvulture/text_fcn
- Owner: dubvulture
- Created: 2017-04-19T15:15:43.000Z (about 8 years ago)
- Default Branch: master
- Last Pushed: 2017-11-11T14:12:44.000Z (over 7 years ago)
- Last Synced: 2025-02-25T04:33:51.570Z (3 months ago)
- Topics: bachelor-project, bachelor-thesis, convolutional-neural-networks, fully-convolutional-networks, machine-learning, tensorflow, text-detection, thesis
- Language: Python
- Size: 141 KB
- Stars: 5
- Watchers: 3
- Forks: 5
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
## TextFCN
**Text Detection** in natural images using a *Fully Convolutional Network* developed during my Stage experience for my Computer Science B.Sc thesis.
*Spaghetti code warning*. I do not expect anyone to try and run this so:
1. If you're looking for a maintainable and easily deployable FCN implementation, please refer to [TensorFCN](https://github.com/dubvulture/tensor_fcn).
2. If you **really** want to go through all of this, please refer to Chapter 4 of my [thesis](https://github.com/dubvulture/thesis) and/or take a look at the code of all the [dataset readers](https://github.com/dubvulture/text_fcn/tree/master/text_fcn/dataset_reader) and the [final stages](https://github.com/dubvulture/text_fcn/tree/master/text_fcn/pipes) for bounding boxes extraction for each ICDAR competition submission.
For results in the various competitions check out:
- [COCO-Text](http://rrc.cvc.uab.es/?ch=5&com=evaluation&task=1)
- [Incidental Scene Text](http://rrc.cvc.uab.es/?ch=4&com=evaluation&task=1)
- [Focused Scene Text](http://rrc.cvc.uab.es/?ch=2&com=evaluation&task=1)