Viola-Jones | Viola Jones implementation using CUDA | GPU library
kandi X-RAY | Viola-Jones Summary
kandi X-RAY | Viola-Jones Summary
Based on the following paper:
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Top functions reviewed by kandi - BETA
- 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
Viola-Jones Key Features
Viola-Jones Examples and Code Snippets
Community Discussions
Trending Discussions on Viola-Jones
QUESTION
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 18:43The solution was to declare a tracker for each object, and initiate that tracker once as following:
Tracker FunctionQUESTION
I have the following code:
...ANSWER
Answered 2019-Nov-26 at 15:54Perhaps 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.
QUESTION
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 18:09Check 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.
QUESTION
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 13:17Yes this is possible. For such a binary selection, it is easiest to use a bool argument:
QUESTION
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 18:00It'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:
QUESTION
Is there a way to detect a face using opencv without using viola-jones algorithm?
...ANSWER
Answered 2017-Apr-04 at 01:08An 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.
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