CRAFT TFLITE MODEL

[tulasiram58827]

Craft is one of the popular architecture for text detection. But the tflite version is not available yet. I would like to convert pretrained model which is trained on SynthText, IC13, IC17 datasets to tflite version.

I already converted to tflite but facing some minor issues. If you would like to proceed me I am happy to add code and will point out the challenges I am facing.

@sayakpaul

[sayakpaul]

Please refer to the contribution guidelines here: https://github.com/ml-gde/e2e-tflite-tutorials/wiki/How-to-contribute-to-the-E2E-TFLite-Tutorials%3F.

[tulasiram58827]

Thanks for reply.

Step 1. Propose a project idea with either a brief description or an overview page if you wish to add more context about it.

Do I need to propose a project idea by creating a issue.(If yes I already did that.)

[sayakpaul]

You can first create a repository dedicated to the project you are proposing. Then maybe commit all the necessary files there and then we can discuss all the problems you are facing there in the repository itself.

[tulasiram58827]

Thanks @sayakpaul .

Created the repo and added all the necessary files and also created new issue in the repo itself and tagged you.

After checking it please add the project in INPROGRESS section.

[sayakpaul]

Thanks for your hard work. After we get past the comments (I shared on the repository) please submit a PR to this repository adding your project repo in here.

[tulasiram58827]

Hi @sayakpaul . Updated the repo with all the modifications suggested except benchmarking and also create the PR to this repository. Find the PR here

[tulasiram58827]

Can we publish the models created in this repo to tfhub? If yes can you or anyone guide me the process to do so.

[sayakpaul]

Tutorials published -

• https://tulasi.dev/craft-in-tflite
• https://sayak.dev/optimizing-text-detectors/

CRAFT models are also yet to publish on TensorFlow Hub.

@tulasiram58827 @khanhlvg