imageproc | Image processing operations | Computer Vision library

 by   image-rs Rust Version: Current License: MIT

kandi X-RAY | imageproc Summary

kandi X-RAY | imageproc Summary

imageproc is a Rust library typically used in Artificial Intelligence, Computer Vision applications. imageproc has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. You can download it from GitHub.

Image processing operations
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            kandi-support Support

              imageproc has a low active ecosystem.
              It has 551 star(s) with 121 fork(s). There are 55 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 65 open issues and 109 have been closed. On average issues are closed in 67 days. There are 10 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of imageproc is current.

            kandi-Quality Quality

              imageproc has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              imageproc 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

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

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            imageproc Key Features

            No Key Features are available at this moment for imageproc.

            imageproc Examples and Code Snippets

            No Code Snippets are available at this moment for imageproc.

            Community Discussions

            QUESTION

            How can I have the pixel coordinate X,Y after ArrayFire match_template?
            Asked 2021-Nov-18 at 10:54

            I'm trying to use the matching_template function from the ArrayFire library But I don't know how to find the X and Y coordinates of the best matching value. I was using the imageproc library to perform this function and there it has the find_extremes function that returns the coordinates to me. How would you do the same using ArrayFire lib?

            My example using imageproc

            ...

            ANSWER

            Answered 2021-Nov-18 at 10:54

            Arrayfire doesn't provide "extremum" function, but separate min and max families of functions.

            The one that provides index informations are prefixed with i.

            imin_all and imax_all returns the min and max value indexes respectively wrapped in a tupple.

            You can derive pixel position from value indexes and array dimensions, knowing that arrayfire is column major.

            Source https://stackoverflow.com/questions/70006862

            QUESTION

            rusttype get text width for Font
            Asked 2021-Jun-27 at 19:09
            Motive

            I'm trying to render a String of dynamic length on an Image using imageproc.

            Question

            I need a method or function to calculate the width of the text when rendered using a specific Font and Scale to center the text on the image.

            Additional Notes

            rusttype is the font library used by imageproc.

            ...

            ANSWER

            Answered 2021-Jun-27 at 19:09

            The rusttype repo contains an example (examples/image.rs), which measures the bounds of a line of text and renders it to an image. Basically what you're searching, besides the centering part.

            Source https://stackoverflow.com/questions/68151488

            QUESTION

            Performant method of drawing text onto a png file?
            Asked 2021-Mar-03 at 11:54

            I need to draw a two-dimensional grid of Squares with centered Text on them onto a (transparent) PNG file. The tiles need to have a sufficiently big resolution, so that the text does not get pixaleted to much.

            For testing purposes I create a 2048x2048px 32-bit (transparency) PNG Image with 128x128px tiles like for example that one:

            The problem is I need to do this with reasonable performance. All methods I have tried so far took more than 100ms to complete, while I would need this to be at a max < 10ms. Apart from that I would need the program generating these images to be Cross-Platform and support WebAssembly (but even if you have for example an idea how to do this using posix threads, etc. I would gladly take that as a starting point, too).

            Net5 Implementation ...

            ANSWER

            Answered 2021-Mar-03 at 11:54

            I was able to get all of the drawing (creating the grid and the text) down to 4-5ms by:

            • Caching values where possible (Random, StringFormat, Math.Pow)
            • Using ArrayPool for scratch buffer
            • Using the DrawString overload accepting a StringFormat with the following options:
              • Alignment and LineAlignment for centering (in lieu of manually calculating)
              • FormatFlags and Trimming options that disable things like overflow/wrapping since we are just writing small numbers (this had an impact, though negligible)
            • Using a custom Font from the GenericMonospace font family instead of SystemFonts.DefaultFont
              • This shaved off ~15ms
            • Fiddling with various Graphics options, such as TextRenderingHint and SmoothingMode
              • I got varying results so you may want to fiddle some more
            • An array of Color and the ToArgb function to create an int representing the 4x bytes of the pixel's color
            • Using LockBits, (semi-)unsafe code and Span to
              • Fill a buffer representing 1px high and size * countpx wide (the entire image width) with the int representing the ARGB values of the random colors
              • Copy that buffer size times (now representing an entire square in height)
              • Rinse/Repeat
              • unsafe was required to create a Span<> from the locked bit's Scan0 pointer
            • Finally, using GDI/native to draw the text over the graphic

            I was then able to shave a little bit of time off of the actual saving process by using the Image.Save(Stream) overload. I used a FileStream with a custom buffer-size of 16kb (over the default 4kb) which seemed to be the sweet spot. This brought the total end-to-end time down to around 40ms (on my machine).

            Source https://stackoverflow.com/questions/66241394

            QUESTION

            Drawing bounding rectangle around the tumor cv2
            Asked 2020-Apr-22 at 16:27

            I am working on a project which predicts that the MRI has tumor or not, now the next step is to draw a bounding rectangle around the tumor. I was able to extract the tumor from the MRI, now I want to get the opposite corners of the rectangle to bound the tumor in original figure.

            EDIT: For some of the MRI images the I cannot separate the the tumor from MRI, calculated the threshold using OTSU method seperately but its not working properly. Thank you !

            Computing threshold:

            ...

            ANSWER

            Answered 2020-Apr-22 at 01:43

            I think the best way is to know where pixels are not black

            Source https://stackoverflow.com/questions/61355867

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

            Vulnerabilities

            No vulnerabilities reported

            Install imageproc

            You can download it from GitHub.
            Rust is installed and managed by the rustup tool. Rust has a 6-week rapid release process and supports a great number of platforms, so there are many builds of Rust available at any time. Please refer rust-lang.org for more information.

            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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          • HTTPS

            https://github.com/image-rs/imageproc.git

          • CLI

            gh repo clone image-rs/imageproc

          • sshUrl

            git@github.com:image-rs/imageproc.git

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