Code Monkey home page Code Monkey logo

yolo_data_generator's Introduction

coco dataset generator from mask images

This is COCO label generator for binary(mask) images

After segmentation, if the image contains only one class, this is the effective tool to generate multiple training sample for deep learning model. (ex. yolo)

1. Prepare your binary mask image

input
|-- image1.jpg
|-- image2.jpg
|-- ...

2. run yolo_auto_gen.py

python yolo_auto_gen.py --input {input mask dir} --output {output save dir} --type {class of object}

output
|-- image1.txt
|-- image2.txt
|-- ...

plot

If you have multiple classes in an image, you should manually change the class in the text.

3. (optional) check_box.py

python check_box.py --label {label dir} --image {raw image dir} --save {saving dir}

plot

yolo_data_generator's People

Contributors

ccomkhj avatar

Stargazers

 avatar  avatar Jacob A Rose avatar  avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.