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Any image labeling tool for object detection?

asked 2015-05-06 04:36:38 -0600

Fiong gravatar image

I want to create my own training dataset for object detection in image. Does anyone know some good image labeling tools?

p.s. Labelme is not suitable for my case as it is web-based and the data uploaded will be in public.

Thanks in advance!

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you could try the one from opencv/apps

berak gravatar imageberak ( 2015-05-06 05:19:42 -0600 )edit

you could try the one from dlib it's in dlib/tools/imglab

fedor_v2 gravatar imagefedor_v2 ( 2015-05-06 05:28:46 -0600 )edit

Like being said by @berak, OpenCV got it's own tool for some months now. If you have suggestions for improvements, please sent back some feedback!

StevenPuttemans gravatar imageStevenPuttemans ( 2015-05-12 03:43:14 -0600 )edit

Hi, any document about how to use it ? Thanks

Fiong gravatar imageFiong ( 2015-05-18 03:25:44 -0600 )edit

It is quite straightforward. Supply it with a folder of images and an output location of the text file. It will then open up and allow you to annotate regions. I have yet to build documentation for it, havent got the time yet due to research project deadlines.

StevenPuttemans gravatar imageStevenPuttemans ( 2015-05-27 08:20:21 -0600 )edit

Hello, try this one;

OnTheway gravatar imageOnTheway ( 2017-02-22 15:24:06 -0600 )edit

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answered 2017-06-18 09:46:18 -0600

updated 2018-08-24 09:48:35 -0600

If you are using Mac OS X, you can use RectLabel.

An image annotation tool to label images for bounding box object detection and segmentation.

Key features:

  • Drawing bounding box, polygon, and cubic bezier
  • Export index color mask image and separated mask images
  • 1-click buttons make your labeling work faster
  • Customize the label dialog to combine with attributes
  • Settings for objects, attributes, hotkeys, and labeling fast
  • Layer order for overlapped boxes
  • Quick zoom to existing boxes
  • Support the PASCAL VOC format
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answered 2018-04-24 06:05:36 -0600

You should give a shot to DataTurks [ ] .

Slick UI + Collaborative + Gamified + analytics + Free for open datasets

Sample Project:´╗┐

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answered 2016-02-23 21:56:37 -0600

asfarley gravatar image

I just wrote an app for this very purpose:

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Asked: 2015-05-06 04:36:38 -0600

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Last updated: Aug 24 '18