DominantColor | Find dominant color in picture using K Means Clustering | Computer Vision library

 by   aysebilgegunduz Python Version: Current License: GPL-3.0

kandi X-RAY | DominantColor Summary

kandi X-RAY | DominantColor Summary

DominantColor is a Python library typically used in Artificial Intelligence, Computer Vision applications. DominantColor has no bugs, it has no vulnerabilities, it has a Strong Copyleft License and it has low support. However DominantColor build file is not available. You can download it from GitHub.

Find dominant color in picture using K Means Clustering
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            kandi-support Support

              DominantColor has a low active ecosystem.
              It has 6 star(s) with 2 fork(s). There are 2 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              DominantColor has no issues reported. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of DominantColor is current.

            kandi-Quality Quality

              DominantColor has no bugs reported.

            kandi-Security Security

              DominantColor has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License License

              DominantColor is licensed under the GPL-3.0 License. This license is Strong Copyleft.
              Strong Copyleft licenses enforce sharing, and you can use them when creating open source projects.

            kandi-Reuse Reuse

              DominantColor releases are not available. You will need to build from source code and install.
              DominantColor has no build file. You will be need to create the build yourself to build the component from source.

            Top functions reviewed by kandi - BETA

            kandi has reviewed DominantColor and discovered the below as its top functions. This is intended to give you an instant insight into DominantColor implemented functionality, and help decide if they suit your requirements.
            • K - means clustering
            • Find the cluster labels for each cluster
            • Perform k - means clustering
            • Calculate the centroids for each cluster
            • Calculate the eclidean distance between two points
            • Tries to paint a histogram
            • Find the histogram of the given class
            • Generate a bar chart for each centroids
            Get all kandi verified functions for this library.

            DominantColor Key Features

            No Key Features are available at this moment for DominantColor.

            DominantColor Examples and Code Snippets

            No Code Snippets are available at this moment for DominantColor.

            Community Discussions

            QUESTION

            Image resource release in c# application
            Asked 2020-Oct-08 at 07:39

            I am doing an image processing project using Windows Forms (c#). You can see the design of my application below. What does this app do : take the original image, create a copy and modify the copy.

            My app is working well but, if I process the same original image another time without closing the app, I get an error due to (I think) the display of the modified image. I think that the display on the bottom right corner uses the resources of the image and, when I try to modify it again, the system considers that the image is already used by another program so it can't be modified.

            So my question is : "How can I stop using the modified image if the user clicks on PROCESS again ?" I tried to use the .Dispose() method but it didn't work.

            Code of the c# function linked to the PROCESS button :

            ...

            ANSWER

            Answered 2020-Oct-07 at 15:10

            The basic rule is that all objects you create that implements IDisposable need to be disposed. When writing winforms apps all controls added to a forms are disposed when the form is disposed. But whenever you change things you might need to handle disposal yourself.

            For example:

            Source https://stackoverflow.com/questions/64244904

            QUESTION

            Flutter- Timeout occurred trying to load from AssetImage
            Asked 2020-Jul-03 at 18:54

            I am trying to fetch color from image using palette_generator. i am passing image to method to generate palette so i can fetch dominant color from it. but when i try to fetch that palette color the error occurs as " Timeout occurred trying to load from AssetImage(bundle: null, name: "1.jpg") " and log cat shows " Unable to load asset: 1.jpg "

            But that image is loading perfectly in the build method if i load the image using Image.asset().

            NOTE - There is no issue of flutter asset folder linking

            here is my code

            ...

            ANSWER

            Answered 2020-Jul-03 at 18:54

            The problem is that at your _updatePaletteGenerator the path that you provide to Image.asset() is wrong. You have to give 'assets/images/1.jpg'

            Source https://stackoverflow.com/questions/62720347

            QUESTION

            Color-Thief Node plugin error: "Image given has not completed loading"
            Asked 2020-May-07 at 11:25

            Working in Node/Express, I was trying to get the npm package color-thief to grab the dominant color from an image, and it failed because "image given has not completed loading".

            The image was, again, local, so it shouldn't have had this particular problem. And besides that, color-thief returns a promise, and I was using async/await, so it should have waited however long it took for the image to load instead of throwing an error.

            Below is my SSCCE code:

            ...

            ANSWER

            Answered 2020-Jan-31 at 17:57

            The issue turned out to be that the plugin apparently does not support .webp files.

            It works fine with .jpg and .png, though the Documentation (which isn't easy to get to) doesn't explicitly state what file types it does/does not support.

            I've submitted a feature request on Github to either add support for webp or update the documentation with an explicit list of supported filetypes, but the author states at the very bottom of his blog regarding the project:

            "In the short term I'm not planning on doing any more work on the script."

            Just figured I would try to save someone else using this in the future some headache and time

            Source https://stackoverflow.com/questions/60008878

            QUESTION

            Query by item in array of document, and sort by item's position in the array
            Asked 2019-Jul-18 at 04:43

            I have a collection dinosaurs with documents of this structure:

            doc#1:

            ...

            ANSWER

            Answered 2019-Jul-17 at 23:29

            Cloud Firestore doesn't support querying arrays by ranked index. The only way you can query an array is using an array-contains type query.

            What you could do instead is organize your colors using maps where the color is the key and their rank is the value:

            Source https://stackoverflow.com/questions/57084907

            QUESTION

            How to desrialize JSON and get out a value in C#
            Asked 2019-Apr-17 at 08:03
            // Get the JSON response.
                                string contentString = await response.Content.ReadAsStringAsync();
            
                                Console.WriteLine(contentString);
                                var rs = Newtonsoft.Json.Linq.JToken.Parse(contentString);
             Result rst = JsonConvert.DeserializeObject(contentString);
            
            //Here i need to get the first value in the description as it appears to be a list
            
            var firstValue= rst.description;
            
            //And also a value from caption
            var captionValue = rst.Caption
            
            
             public class Result
                {
                    public Category[] categories { get; set; }
                    public Description description { get; set; }
                    public string requestId { get; set; }
                    public  Caption caption { get; set;}
                    public Metadata metadata { get; set; }
                    public Color color { get; set; }
            
                }
            
                public class Description
                {
                    public string[] tags { get; set; }
                    public Caption[] captions { get; set; }
                }
            
                public class Caption
                {
                    public string text { get; set; }
                    public float confidence { get; set; }
                }
            
                public class Metadata
                {
                    public int width { get; set; }
                    public int height { get; set; }
                    public string format { get; set; }
                }
            
                public class Color
                {
                    public string dominantColorForeground { get; set; }
                    public string dominantColorBackground { get; set; }
                    public string[] dominantColors { get; set; }
                    public string accentColor { get; set; }
                    public bool isBWImg { get; set; }
                }
            
                public class Category
                {
                    public string name { get; set; }
                    public float score { get; set; }
                }
            } 
            
            JSON DATA:
            
            {
               "categories": [
                  {
                     "name": "abstract_",
                     "score": 0.00390625
                  },
                  {
                     "name": "others_",
                     "score": 0.0234375
                  },
                  {
                     "name": "outdoor_",
                     "score": 0.00390625
                  }
               ],
               "description": {
                  "tags": [
                     "road",
                     "building",
                     "outdoor",
                     "street",
                     "night",
                     "black",
                     "city",
                     "white",
                     "light",
                     "sitting",
                     "riding",
                     "man",
                     "side",
                     "empty",
                     "rain",
                     "corner",
                     "traffic",
                     "lit",
                     "hydrant",
                     "stop",
                     "board",
                     "parked",
                     "bus",
                     "tall"
                  ],
                  "captions": [
                     {
                        "text": "a close up of an empty city street at night",
                        "confidence": 0.7965622853462756
                     }
                  ]
               },
               "requestId": "dddf1ac9-7e66-4c47-bdef-222f3fe5aa23",
               "metadata": {
                  "width": 3733,
                  "height": 1986,
                  "format": "Jpeg"
               },
               "color": {
                  "dominantColorForeground": "Black",
                  "dominantColorBackground": "Black",
                  "dominantColors": [
                     "Black",
                     "Grey"
                  ],
                  "accentColor": "666666",
                  "isBWImg": true
               }
            }
            
            ...

            ANSWER

            Answered 2018-Jul-16 at 07:59

            The best option here would be to create a model that will represent the response and then deserialize the response into an instance of the model using JsonConvert.DeserializeObject of Newtonsoft Json.Net. It will be much more OOP-like approach, easier to maintain and extend.

            See an example here.

            Source https://stackoverflow.com/questions/51356951

            QUESTION

            I am new to classes in python the compile showing error segmentation() takes no arguments
            Asked 2019-Jan-10 at 07:05

            here is my code

            ...

            ANSWER

            Answered 2019-Jan-10 at 05:59

            The problem is that you did not define constructor properly. Constructor is __init__(double underscore) not _init_(single underscore). Just change it and it should solve your problem

            Source https://stackoverflow.com/questions/54122632

            QUESTION

            Searching for fields in a Json file in C#
            Asked 2018-Nov-20 at 21:18

            I have a Json file with couple of fields and I have some problems searching for specific fields.

            This is the Json file(I cut it short since the original is huge):

            ...

            ANSWER

            Answered 2018-Nov-20 at 21:18

            You can use the following Linq query to pull the dID values for the Round shapes. However the JSON is not in a correct format.

            Source https://stackoverflow.com/questions/53399595

            QUESTION

            Need some advice for a promise in a promise and how to write it better
            Asked 2018-Nov-01 at 19:04

            So my code is hopefully kinda straightforward (still learning don't hate me), I use a package to get the colorpallete of the image I feed it to. And since I need to wait to actually make it happen I need to wait when it's done.

            Well my problem is I use a then in my then, and it feels really dirty and probably is not the right way to do this. Since it's a school project I don't really mind performance on first but if somebody can give me some advice how to make this a little more usuable. And I know I return it to the next promise it doesn't make sense since it's out of the other chain

            I hope I kinda said it the right way haha. And if there are some articles I missed how to solve this would be great also!

            ...

            ANSWER

            Answered 2018-Nov-01 at 18:45

            If you return a Promise inside a .then call it will be added to the Promise chain allowing you to continue chaining calls at the top level.

            Source https://stackoverflow.com/questions/53107314

            QUESTION

            Azure Computer Vision APIs Returns default values
            Asked 2018-Jun-18 at 17:02

            I'm currently using the Computer Vision API to get image dimensions and also to detect color & adult content.

            The API returns back the correct metadata containing the width, height, and format, but all the values for Color or Adult Content come back as default values (zeros/null/false/"None").

            If it makes any difference, I'm calling the service in US West which is listed as having these features enabled. Also, I specify that I want these features in the request, which is why I receive the objects for these two features.

            How do I get this information to be populated accordingly?

            Example request I just used with today's Bing image. I'm using the Microsoft.Azure.CognitiveServices.Vision.ComputerVision package from nuget which contains the AnalyzeImageAsync method.

            ...

            ANSWER

            Answered 2018-Jun-18 at 17:02

            The JPEG image is not, strictly speaking, correctly encoded. Specifically the EOI (end of image) marker is missing. The image should end with FF D9, whereas your image is ending simply in FF. This is why the image classifier is returning default values instead of true values.

            While a case could be made that either the (a) return response is deceptive, or (b) the API should have returned a 400 Bad Request, it is probably more beneficial for you to try and understand how the image got truncated by a byte.

            Source https://stackoverflow.com/questions/50881765

            QUESTION

            Extract elements from a particular list on python
            Asked 2017-Sep-08 at 13:33

            Here is the block to analyse:

            ...

            ANSWER

            Answered 2017-Sep-08 at 13:04

            To me it looks like you're trying to parse JSON. You should use the JSON parser for the second element of the array. You'll get back either list or dictionary. Then you'll be able to extract data from "description" key has.

            https://docs.python.org/3/library/json.html

            Source https://stackoverflow.com/questions/46117112

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

            Vulnerabilities

            No vulnerabilities reported

            Install DominantColor

            You can download it from GitHub.
            You can use DominantColor like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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