Hi, recently I helped a bit for a GitHub user rajhlinux. I am not sure if you are familiar with this Operation System. I am only a bit. But the beauty of C and C++ is that it works on different OSes and works fast! Below cute daemon image is from Wikipedia, and you can click on it to learn more. This user, a fan of FreeBSD, was using version 13.1 and Continue ReadingDarknet on OpenCL on FreeBSD 13.1→
Hello, I am impressed by the last talk on TED by Shervin Khodabandeh. and it inspired me to write this post here. The TED talk points out that AI is better for suggestions and advice for people, and in the end, people make a decision. Please think about bank credit, the next chess move, and new sell or buy opportunities in the investments. Recently I made a new site for testing my Continue ReadingHow AI improve business→
Hi, there are many challenges on Windows 11 x64 with AMD Radeon RX 6900 XT. For the last few months, from time to time, I started to try to build on Windows 10 x64 first and later I updated to Windows 11 x64. There are the following open issues I faced: 1) Time spent on detection is a bit longer than on GNU/Linux or macOS. 2) Detections seem fine when I try Continue ReadingDarknet on OpenCL on Windows 11 x64→
Hello, my dear readers. Today I would like to remind you of an excellent viewpoint of Steve Jobs, who I want to learn from, more from the story and public-faced information than from internal people skills… but anyway, here is the short interview I would like to influence you with first. The secret of life is that things around you are made by people no more intelligent than you, so if you Continue ReadingMMM means Mac Moria Miner project→
Hello, I know that many people like my DarkNet on OpenCL. Recently I also made an improved version of the original DarkNet on CUDA, and I called it DarkNet-vNext, and it has all improvements that you were probably looking for. All Yolo models are supported from the 1st to the 4th version. It supports OpenCV 4 and, for example, benchmark possibility. The good news is it is high-speed. As you probably know, Continue ReadingDarkNet-vNext on CUDA→
Hello, I am a Ph.D. student in Poland at the Silesian University of Technology. And I wanted to start a general discussion on the classifier on the video stream improvement idea. I called it the “Multi-GPU & Multi-SET” or, in short, the “Multi-GPU-SET” idea. People use Multi-GPU and the “Syncing” for Convolutional Neural Networks. But nobody, in my opinion, tried multi-GPU to classify. So what is it about? Well, it is about Continue ReadingThe Multi-GPU-SET Idea→
Hi, This video was recorded today and shows my Ph.D. first year of study effects in detail. The first on the planet… Multi-GPU & Multi-SET image classification pattern… so, I wish you a happy watch! Thanks for watching! p ;).
This is the status update of my private “after work” progress on my Ph.D. studies at the Silesian University in Gliwice, Poland. I think it may interest all AI/ML researchers around the world. I covered in 30 minutes the Conventional Neural Network (CNN) engine used to classify the objects on video frames. I also cover my implementation of the Darknet on OpenCL that you can find at https://github.com/sowson/darknet including the goal, idea, Continue ReadingPhD Progress from March 8th 2020 Update Keynote→
Hi, today I will show you some measurement results for my Ph.D. I am working on the first publication about DarkNet on OpenCL. The source code of this project you can find at https://github.com/sowson/darknet. The IEEE publication has to be consistent and intelligent. I cannot put on too many graphics and big tables, but I have a public blog site. So, I can post it here. First things first, the battle heroes Continue ReadingDarkNet CUDA vs OpenCL and CPU vs NVIDIA vs AMD→
Hi, today I would like to share the setup of DarkNet in OpenCL that works fine on Asus Tinker Board S. Here is the setup. mkdir github cd github git clone https://github.com/krrishnarraj/libopencl-stub cd libopencl-stub make sudo cp -r include/* /usr/include sudo cp libOpenCL.a /usr/lib cd .. git clone https://github.com/sowson/darknet.git cd darknet # change in Makefile OPENCV=0 and ARM=1 make As an example let me show to you Yolo3-Tiny computation And here it Continue ReadingDarkNet in OpenCL on Asus Tinker Board S→
Hi, Today I would like to announce that my GitHub fork at https://github.com/sowson/darknet has a new update, the fork is an advanced port of DarkNet CNN from CUDA to OpenCL and tested on macOS with eGPU from Sonnet named Breakaway RX 570 Puck and on my GreenPC it also supports Intel Iris GPU, OpenCV 3, and there are several use cases for it. Yolo3, Yolo2, Yolo1, CIFAR-10 solutions work fine, using demo from Continue ReadingDarkNet in OpenCL→
Hi, Today I would like to announce that my GitHub fork at https://github.com/sowson/darknet has a new update. The fork is an advanced port of DarkNet CNN from CUDA to OpenCL and tested on macOS with eGPU from Sonnet named Breakaway RX 570 Puck. You can enjoy my coding work on this subject by cloning the GIT repository. I only want to show you two pictures of detections on my GreenPC. YoloV2 [gamer@dreampc darknet]$ Continue ReadingDarkNet CNN in OpenCL on macOS with Yolo3→
Hi, I want to share a truly unique solution today. It was originally presented on TED Talks about DarkNet by Joseph Redmon. Once I saw it, I wondered how to play with this solution on my MacBook Pro 13. As you may know, has not had GPU. I am mean. It has, but it is not very strong. But that was improved once I bought Sonnet eGFX 580 Puck… the funny thing Continue ReadingCar See by DarkNet CNN on MacBookPro 13 with Sonnet eGFX 580→
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