|
--- |
|
tags: |
|
- ocr |
|
- computer vision |
|
- object detection |
|
license: |
|
- cc0.0 |
|
--- |
|
|
|
## Keras Implementation of OCR model for reading captcha 🤖🦹🏻 |
|
|
|
This repo contains the model and the notebook [to this Keras example on OCR model for reading captcha](https://keras.io/examples/vision/captcha_ocr/). |
|
|
|
Full credits to: [Aakash Kumar Nain](https://twitter.com/A_K_Nain) |
|
|
|
## Background Information |
|
This example demonstrates a simple OCR model built with the Functional API. Apart from combining CNN and RNN, it also illustrates how you can instantiate a new layer and use it as an "Endpoint layer" for implementing CTC loss. |
|
This model uses subclassing, learn more about subclassing from [this guide](https://keras.io/guides/making_new_layers_and_models_via_subclassing/). |
|
![ocr](https://keras.io/img/examples/vision/captcha_ocr/captcha_ocr_19_1.png) |
|
|
|
|