AnyLabeling automatic labeling tutorial

Easily label your data with AI support from YOLO and Segment Anything.

AnyLabeling地址：vietanhdev/anylabeling: Effortless AI-assisted data labeling with AI support from Segment Anything and YOLO! (github.com)

Table of contents

Table of contents

Preface

1. AnyLabeling installation

2. Labelme installation

      3. Usage tutorial

4. Adjust the labeling results

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Preface

1. Supports polygon, rectangle, circle, line and point image annotation.

2. Automatic labeling through YOLOv5 and Segment Anything.

3. Support text detection, recognition and KIE (Key Information Extraction) annotation.

4. Support English, Vietnamese, and Chinese.

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1. AnyLabeling installation

Use Anaconda to install the environment.

1. Installation environment

conda create -n anylabeling python=3.8 anaconda
conda activate anylabeling

2. Install anylabeling

CPU:

pip install anylabeling

 GPU:

 pip install anylabeling-gpu

3. Start using

anylabeling

2. Labelme installation

pip install labelme

3. Usage tutorial

 The third step is to select the model. Downloading the model is slow, so you can download it in advance and put it in the user's C drive.

Finally, press the f button to enter the label.

4. Adjust the labeling results

Use labelme to open the labeled folder. Make fine adjustments.