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A label tool aim to reduce semantic segmentation label time, rectangle and polygon annotation is supported

A label tool aim to reduce semantic segmentation label time, rectangle and polygon annotation is supported
Information
Category: C/C++ / Image Processing
Watchers: 1
Star: 7
Fork: 0
Last update: Dec 15, 2020
Resource links
https://github.com/andywang0607/AutoAnnotationTool

AutoAnnotationTool

A label tool enable to do image annotation for rectangle and generate polygon annotation automatically

Environment

Compiler:

Win 10 Ubuntu 1804
Visual studio 2017 GCC 7.5.0

Third Party:

Package Version
Qt 5.14.2
OpenCV 3.4.9

How to use (for Ubuntu)

  • Download AutoAnnotationInstaller.run from release package
  • Follow the Instructions to install
  • Open terminal and change directory to installation folder
  • Execute the followng command
$ ./AppRun

Description

AutoAnnotationTool is a graphical image annotation tool, I start this project for saving my time spent on semantic segmentation label. For now, the feature list below have been implement and more function will be added continuously. It is written in c++ and Qt for its graphical interface, and this project is inspired by https://github.com/wkentaro/labelme

Feature

  • Rectangle annotation

  • Generate a polygon annotation with just one click on a rectangle ROI Execute Execute Execute

  • Edit Label
    Execute

  • Save and load rectangle and polygon annotation data according to the labelme json format

Description to setting parameter

  • Iteration: Number of iterations the algorithm should run.(default = 4)
  • Epsilon: Input for OpenCV approxPolyDP () function (default = 1) detail Execute

How to contribute

  • I am open to any suggestions.
  • For questions, you can create an issue
  • Send pull requests for code changes

Contents

    proycon FoLiA Linguistic Annotation Tool -- Flat is a web-based linguistic annotation environment based around the FoLiA format (http://proycon.github.io/folia), a rich XML-based format for linguistic annotation. Flat allows users to view annotated FoLiA documents and enrich these documents with new annotations, a wide variety of linguistic annotation types is supported through the FoLiA paradigm.
    wkentaro Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
    wutianyiRosun Papers and Benchmarks about semantic segmentation, instance segmentation, panoptic segmentation and video segmentation
    chinedufn rectangle-pack - A minimal bin packer designed to conform to any two or three dimensional use case
    Polygon-Academy The Polygon Cookbook is a developer resource that provides the essential concepts and recipes for building applications on Polygon.
    philferriere Weakly Supervised Segmentation with Tensorflow. Implements instance segmentation as described in Simple Does It: Weakly Supervised Instance and Semantic Segmentation, by Khoreva et al. (CVPR 2017).
    akirasosa Real-Time Semantic Segmentation in Mobile device
    DrSleep Light-Weight RefineNet for Real-Time Semantic Segmentation
    sacmehta Semantic segmentation on iPhone using ESPNetv2
    bartkozal Float label pattern
    synyi A web-based annotation tool for natural language processing (NLP)
    irfanICMLL Enforcing temporal consistency in real-time per-frame semantic video segmentation
    fidler-lab PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)
    dvlab-research An implementation for the paper "Open-World Entity Segmentation" based on Detectron2.
    urschrei polylabel - A Rust implementation of the Polylabel algorithm for finding optimum polygon label positions
    DrSleep Multi-Task (Joint Segmentation / Depth / Surface Normas) Real-Time Light-Weight RefineNet
    l3p-cv Label Objects and Save Time (LOST) - Design your own smart Image Annotation process in a web-based environment.
    Lixy1997 Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation
    pmp-library The Polygon Mesh Processing Library
    substack pluggable polygon clipping with multipolygon and hole support
    zeke Create polygons with the Canvas API
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