Fix PCA Algorithm for Image Compression
$8-15 USD / ώρα
I need assistance with my PCA algorithm that is currently unable to process rectangular images. The algorithm fails when it encounters these images, which is a significant issue as I need to compress a variety of image types. I have a theoretical solution, but I'm having trouble implementing it.
Key tasks include:
1. Adjusting the PCA algorithm to handle rectangular images effectively.
2. Implementing the CUDA version of EigenDecomposition function.
3. Switching from a 1D to a 2D grid.
4. Creating a CUDA+MPI version for improved performance.
The ideal freelancer for this project would be someone with a strong background in image processing, parallel computing, and CUDA programming. Experience with PCA and EigenDecomposition is essential. Please note, I do have specific error messages that I can share, which may help in debugging the algorithm.
Ταυτότητα Εργασίας: #39004274
Σχετικά με την εργασία
9 freelancers κάνουν προσφορά κατά μέσο όρο $20/ώρα για αυτή τη δουλειά
Hello, I understand that you need help fixing your PCA algorithm to work with rectangular images, which is crucial for your image compression project. My approach will involve analyzing the current algorithm to identi Περισσότερα
Hello, good time Hope you are doing well I'm expert in MATLAB/Simulink, Python, HTML5, CSS3, Java, JavaScript and C/C#/C++ programming and by strong mathematical and statistical background, have good flexibility for s Περισσότερα
Hello Dear! Good Day! Hope you are doing fine. This is Toriqul Islam . I am an expert "Web Developer" with 10+ years of working experience in PHP, HTML5, CSS3, JavaScript, jQuery, Bootstrap, MySql and different Frame Περισσότερα
Hi Davide D. I am Leo Yeung from Hong Kong who has over 8 years of experience in Software development. I'm really pumped about this opportunity! I have checked your job description for Fix PCA Algorithm for Image Com Περισσότερα
With a strong background in software development and a particular expertise in C programming, I am confident in my ability to fix your PCA algorithm. The problem with rectangular images is familiar territory to me, and Περισσότερα
Hi Davide D., I'm Stefan from Serbia. I've carefully read your project description and I'm confident I can complete it perfectly. I have 6 years of experience working on similar projects and I'm skilled in CUDA and C Περισσότερα
Hello! I am a passionate Full Stack Developer with over 7 years of experience in building high-quality web applications. My expertise spans across C Programming and CUDA technologies, allowing me to deliver complete so Περισσότερα
Hey there, I am an image processing and parallel computing engineer with over 5 years of experience. I specialize in optimizing algorithms for performance, including PCA and EigenDecomposition implementations. My exper Περισσότερα
Hello ! Thank you for your wonderful description of your project. I'm master of image processing using openCV or C programming language, hence the parallel computing. Speaking about PCA, It fundamentally processes d Περισσότερα
