Viola-Jones | Viola Jones implementation using CUDA | GPU library

 by   INVASIS Java Version: untagged-77cf800658db19477c2b License: MIT

kandi X-RAY | Viola-Jones Summary

kandi X-RAY | Viola-Jones Summary

Viola-Jones is a Java library typically used in Hardware, GPU applications. Viola-Jones has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

Based on the following paper:
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            kandi-support Support

              Viola-Jones has a low active ecosystem.
              It has 10 star(s) with 4 fork(s). There are 6 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 1 open issues and 1 have been closed. On average issues are closed in 3 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of Viola-Jones is untagged-77cf800658db19477c2b

            kandi-Quality Quality

              Viola-Jones has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              Viola-Jones 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

              Viola-Jones releases are available to install and integrate.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.
              Viola-Jones saves you 1653 person hours of effort in developing the same functionality from scratch.
              It has 3668 lines of code, 252 functions and 36 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed Viola-Jones and discovered the below as its top functions. This is intended to give you an instant insight into Viola-Jones implemented functionality, and help decide if they suit your requirements.
            • Computes the number of detected faces
            • Get all faces for the given image
            • Postprocessing all faces
            • Compute features
            • Benchmarks training features
            • Compute the kernel of the given type
            • Create a stream of coordinates from the feature positions
            • Compute haar
            • Start training image
            • Performs the attention algorithm on an attention level
            • Train features
            • Checks if CUDA is available
            • Performs test
            • Creates the temporary directories
            • Create a CUmodule
            • Creates an iterator that iterates over all items in the closure
            • Init xml
            • Benchmark detection
            • Write a cascade layer
            • Compute a list of the index to use
            • Memcpy to a CUDA array
            • Write layer memory
            • Load cascade from xml file
            • Updates the downsampling of the input image
            • Finds the best stump
            • Consume next message
            Get all kandi verified functions for this library.

            Viola-Jones Key Features

            No Key Features are available at this moment for Viola-Jones.

            Viola-Jones Examples and Code Snippets

            No Code Snippets are available at this moment for Viola-Jones.

            Community Discussions

            QUESTION

            How to use the CSRT Tracker correctly to track objects in OpenCV
            Asked 2021-Jan-04 at 18:43

            I've tried to use the CSRT tracker from OpenCv V4.5.1 to track faces inside video sequences, at the end of some videos I get this error which I can't understand why does it happen!

            • I'm using AVDIAR dataset
            • can you please advise me how to use the tracker correctly with Viola-Jones face detector?

            Note: wen I used KCF Tracker things worked perfectly! tracker = cv2.TrackerKCF_create()

            ...

            ANSWER

            Answered 2021-Jan-04 at 18:43

            The solution was to declare a tracker for each object, and initiate that tracker once as following:

            Tracker Function

            Source https://stackoverflow.com/questions/65545311

            QUESTION

            C++ why is my code not blowing up/segfaulting?
            Asked 2019-Nov-26 at 17:10

            I have the following code:

            ...

            ANSWER

            Answered 2019-Nov-26 at 15:54

            Perhaps the biggest danger to Undefined Behaviour is not that it'll blow up in your face, but that it very, very often won't, and appears to be working fine until you change something else, such as running environment or hardware, the good old "it works on my machine" scenario; another UB area; or even nothing at all, such as a race condition.

            Undefined Behaviour is not lazy terminology for a catastrophic error like segmentation fault or stackoverflow, nor a coy way of avoiding documentation for develop-specific errors. It may sometimes be a cop-out to examining a weird and technically incorrect code path, but ultimately undefined most often means inconsistent.

            Source https://stackoverflow.com/questions/59054360

            QUESTION

            How should I implement the cascade of classifiers in Viola-Jones algorithm on FPGA?
            Asked 2019-Mar-06 at 18:09

            I am trying to implement the Viola-Jones algorithm on FPGA. I am not sure what I should do about the cascade of classifiers. How should I implement it on the FPGA?

            ...

            ANSWER

            Answered 2019-Mar-06 at 18:09

            Check out this paper, seems exactly what you're looking for. You'll need a handle on VHDL or some hardware-description-language as well as some sort of breakout board like the Altera they are using.

            Project Files and Source Code

            Source https://stackoverflow.com/questions/55029525

            QUESTION

            Is it possible to switch between nodes while opening with Launch file in ROS?
            Asked 2017-May-16 at 13:17

            There are two different nodes one of them written in Python, and the other in C++. They are doing the same thing basically. Let's say they are finding banana with different methods like viola-jones or hog. So, their names are:

            node 1: object_detector_hog_node

            node 2: object_detector_viola_node

            I want to assign parameter that selects which node will open. Is it possible to do such thing?

            I know that it is not possible to use if in launch files. Also, I don't want to open two nodes and check the parameter and kill one of the nodes.

            ...

            ANSWER

            Answered 2017-May-16 at 13:17

            Yes this is possible. For such a binary selection, it is easiest to use a bool argument:

            Source https://stackoverflow.com/questions/43995992

            QUESTION

            How to write Parallel ForEach in Viola-Jones
            Asked 2017-Apr-05 at 18:03

            I want to speed up Viola-Jones by extracting detected face parallel, I use this code but there is an error in face argument within For Each statement, Can you tell me how to fix this error Please? the error is

            (Error 2 The type arguments for method System.Threading.Tasks.Parallel.ForEach(System.Collections.Concurrent.OrderablePartitioner, System.Action) cannot be inferred from the usage. Try specifying the type arguments explicitly.
            D:\Hadeel\00 thesis\Face recognition\C #\Backup\Viola and Jones Results
            2 - Copy\Viola and Jones Results 2\Form1.cs 356 25
            Viola and Jones Results 2)

            ...

            ANSWER

            Answered 2017-Apr-05 at 18:00

            It's hard to tell for sure, but are you trying to mark the face object as a lambda parameter? Then you need to switch parameters:

            Source https://stackoverflow.com/questions/43199781

            QUESTION

            Is there a way to detect a face with opencv without using viola-jones algorithm?
            Asked 2017-Apr-04 at 01:08

            Is there a way to detect a face using opencv without using viola-jones algorithm?

            ...

            ANSWER

            Answered 2017-Apr-04 at 01:08

            An alternative to detecting faces using Haar Cascades in OpenCV is to use a Histogram of Oriented Gradients feature detector. HOG-based object detectors can be used for detecting faces, and this is the technique used in some other image processing libraries such as Dlib. A Histogram of Oriented Gradients feature detector stores a 2D grid of local gradients and gradient directions of an image and compares this with a reference grid trained on a data set.

            Source https://stackoverflow.com/questions/43192577

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

            Vulnerabilities

            No vulnerabilities reported

            Install Viola-Jones

            We provide .dll (for windows) and .so (for linux) JCUDA lib files in this repository. All files are automatically loaded when the program starts.

            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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