imglab | simplify image labeling/ annotation process | Machine Learning library

 by   NaturalIntelligence HTML Version: Current License: MIT

kandi X-RAY | imglab Summary

kandi X-RAY | imglab Summary

imglab is a HTML library typically used in Artificial Intelligence, Machine Learning, Deep Learning applications. imglab has no bugs, it has no vulnerabilities, it has a Permissive License and it has medium support. You can download it from GitHub.

A web based tool to label images for objects that can be used to train dlib or other object detectors. With most users switching over to the new version of imglab, the legacy version of imglab has been removed. If you would like to be a maintainer/collaborator of this project/organization, please let me know. The only condition is that you need to be polite to any user feedback.
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            kandi-support Support

              imglab has a medium active ecosystem.
              It has 908 star(s) with 519 fork(s). There are 43 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 36 open issues and 82 have been closed. On average issues are closed in 57 days. There are 8 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of imglab is current.

            kandi-Quality Quality

              imglab has 0 bugs and 0 code smells.

            kandi-Security Security

              imglab has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              imglab code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              imglab is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              imglab releases are not available. You will need to build from source code and install.

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            imglab Key Features

            No Key Features are available at this moment for imglab.

            imglab Examples and Code Snippets

            No Code Snippets are available at this moment for imglab.

            Community Discussions

            QUESTION

            OpenCV masking in Java returns empty pixels value
            Asked 2018-Aug-20 at 09:43

            I have created a program in Android that streams from the camera using CvCameraViewListener2. I have completed the image processing I want of getting only the masked image from source image and the binary image with a certain shape. The masking of image is successful but I noticed that when you move along with the camera (the camera is facing me) there seems to be area that is not updating. The only pixels that is updating is the masked image, other pixels parts of the image that is not included in the mask seems to be empty. Is it really empty? Because in Python, areas outside the masked image will be black (0,0,0) value for a 3 channel image.

            ...

            ANSWER

            Answered 2018-Aug-20 at 09:43

            The Mat object does not delete its previous contents that is why when you assign a new value to the Mat, the values that are not affected by the new image data are retained because using mask (bitwise and) will only return the values are in the mask. To solve this, you create a new instance of the Mat object before doing some masking to delete its previous contents unlike in Python OpenCV which automatically makes pixels not affected by the mask be black.

            Source https://stackoverflow.com/questions/51853083

            QUESTION

            Repeated points in polygon when using svg.draw.js
            Asked 2018-Jun-13 at 16:39

            When I create a polygon using draw() it inserts some points 2 times. Eg When I create a polygon with 4 points

            ...

            ANSWER

            Answered 2018-Jun-13 at 16:39

            draw has a standard behavior when you call it without an event. It automatically binds to the click event in that case. When you then start to call draw with an event, too. It will mess up the logic and produces the result you are getting.

            To solve this issue, decide for one option. If you want more control, pass the event. If you are fine with the click behavior, just call draw without any parameters

            Source https://stackoverflow.com/questions/50668727

            QUESTION

            Sorting XML based on attributes retaining all children nodes for each parent node in Python
            Asked 2017-Dec-22 at 09:09

            I have an xml file which I want to sort based on attribute values. The following is the xml file:

            ...

            ANSWER

            Answered 2017-Dec-22 at 09:09

            Use the key named argument for list.sort to use the file attribute of each tag as the key for sorting:

            key specifies a function of one argument that is used to extract a comparison key from each list element (for example, key=str.lower). The key corresponding to each item in the list is calculated once and then used for the entire sorting process. The default value of None means that list items are sorted directly without calculating a separate key value.

            Source https://stackoverflow.com/questions/47936003

            QUESTION

            Merging multiple xml using xslt in Python
            Asked 2017-Nov-21 at 10:06

            I have 100's of xml files in a directory. The structure of the xml is exactly the same. However, I want to add some of the nodes of the xml together and retain the rest as it is.

            Example xml 1

            ...

            ANSWER

            Answered 2017-Nov-21 at 10:06

            If you are restricted to XSLT 1 then I think one approach is to use Python to construct an XML document listing all XML files of your directory you want to merge e.g. in the format

            Source https://stackoverflow.com/questions/47376663

            QUESTION

            How to draw bounding box in same aspect ratio with dlib imglab
            Asked 2017-Nov-17 at 11:37

            I use dlib for my project. Basically it detects car in video stream. I use fhog_object_detector of dlib. When do training, it's hard to draw all object with same aspect ratio with dlib imglab tool. I have to draw object in all images, and manually change the object size in created xml file. Am I doing the right way, or it has a better way to do that work? I know dlib have just release a good CNN object detector for multi scale object detection, but because my computer doesn't have a GPU, so I can't use that. Hope some one have a problem like me, and have found a solution.

            ...

            ANSWER

            Answered 2017-Nov-17 at 11:37

            Draw all the boxes as accurately around each object as you can. You want to have a well annotated dataset. That is useful in and of itself. Then, when you load the data for training, adjust the aspect ratios of the loaded boxes in your code before training. That is also a good time to look for outliers like really small boxes or boxes with extreme aspect ratios as you would probably want to exclude them.

            Source https://stackoverflow.com/questions/47342686

            QUESTION

            Merge specific child nodes in xml using python
            Asked 2017-Oct-03 at 05:09

            I want to merge certain sub elements of xml file together. The following is the format I have:

            ...

            ANSWER

            Answered 2017-Oct-03 at 05:08

            QUESTION

            Assigning colors to segmented pictures in MATLAB
            Asked 2017-Jan-12 at 12:26

            I was dealing with color segmentation with MATLAB. I used k-means clustering based on this document and come this far codewise;

            ...

            ANSWER

            Answered 2017-Jan-12 at 12:26

            You should use a different colormap for your figure, when displaying the labels directly.

            Try:

            Source https://stackoverflow.com/questions/41610524

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install imglab

            You can download it from GitHub.

            Support

            Please read CONTRIBUTING.md for details on our code of conduct, and the process for submitting pull requests to us.
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            https://github.com/NaturalIntelligence/imglab.git

          • CLI

            gh repo clone NaturalIntelligence/imglab

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            git@github.com:NaturalIntelligence/imglab.git

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