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README.md

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 # Semi-automated Labelme
 
 ## Description
-Labelme is an image annotation tool for machine learning and deep learning inspired by [1, 2]. This tool has great impact in the development of object detection and segmentation with deep learning. Thanks to [Wada's contribution](https://github.com/wkentaro/labelme) [3], Labelme is developed and many researchers enjoy great benefits from it. 
+[Labelme](https://github.com/wkentaro/labelme) is an image annotation tool for machine learning and deep learning inspired by [1, 2]. This tool has great impact in the development of object detection and segmentation with deep learning. Thanks to [Wada's contribution](https://github.com/wkentaro/labelme) [3], Labelme is developed and many researchers enjoy great benefits from it. 
 
 This repo is an extension of Wada's work [3], we extend Labelme with Deep learning, consequently, we can speed up annotating images with the assistance of deep learning. In this repo, we use mmdetection [4], a famous detection toolbox, to achieve semi-automated annotating images so that users can use detector to get annotations without manually annotating.