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https://github.com/peterakande/mrcnntextdetection

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Host: GitHub
URL: https://github.com/peterakande/mrcnntextdetection
Owner: PeterAkande
Created: 2020-11-15T23:53:16.000Z (about 4 years ago)
Default Branch: main
Last Pushed: 2020-11-17T20:12:15.000Z (about 4 years ago)
Last Synced: 2024-11-16T06:28:25.216Z (2 months ago)
Language: Python
Size: 287 KB
Stars: 0
Watchers: 1
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

README

        # MrcnnTextDetection

This is a text detection project using Mask RCNN;

Results are not optimal due to limited data(only 250 samples);

But still it helped me grasp the basics and tune of object detection..

This [blog](https://machinelearningmastery.com/how-to-train-an-object-detection-model-with-keras/) was very useful 

The mrcnn_pretrained_weights can be downloaded from [here](https://github.com/matterport/Mask_RCNN/releases/download/v2.0/mask_rcnn_coco.h5)

The dataset can be downloaded from [here](https://drive.google.com/folderview?id=1wp7h3KCReG1_ALP-FJif_zDb0q8AMPKd)

The annotations,which is in json format, can also be downloaded from [here](https://drive.google.com/file/d/1y9dO1wUVt0AQ904hGpAEsTlW2xshqjjI/view?usp=drivesdk)