MMM means Mac Moria Miner project

Hello, my dear readers. Today I would like to remind you of a nice viewpoint of Steve Jobs, who I like 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 that things around you are made by people no smarter than you, so if you want to Continue ReadingMMM means Mac Moria Miner project

DarkNet-vNext on CUDA

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 probably you were looking for. All Yolo models are supported from the 1st to 4th version, it supports OpenCV 4 and, for example, benchmark possibility. The good news it is high-speed. As you probably may know, CUDA Continue ReadingDarkNet-vNext on CUDA

The Multi-GPU-SET Idea

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 “Multi-GPU-SET” idea. Basically, people use Multi-GPU and the “Syncing” for Convolutional Neural Networks. But nobody in my opinion tried multi GPU to classification. So what it is about? Well, it is Continue ReadingThe Multi-GPU-SET Idea

PhD Progress from May 27th 2020 Update Keynote

Hi, This video was recording today and it shows in detail my Ph.D. first year of study effects. The first on the planet… Multi-GPU & Multi-SET image classification pattern… so, I wish you the happy watch! Thanks for watching! p ;).

PhD Progress from March 8th 2020 Update Keynote

This is the status update of my private “after work” progress on Ph.D. studies at the Silesian University in Gliwice Poland. I think it may interest all AI/ML researchers around the world. Basically, I covered in 30 minutes Conventional Neural Network (CNN) engine usage to classified on the objects on video frames. I cover also 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

DarkNet CUDA vs OpenCL and CPU vs NVIDIA vs AMD

Hi, today I will show you some measurements results for my PhD. I am working of 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 smart. I cannot put on it too much graphics and big tables… but waits, I have a public blog site. So, I can post it here. First things first the Continue ReadingDarkNet CUDA vs OpenCL and CPU vs NVIDIA vs AMD

DarkNet in OpenCL on Asus Thinker Board S

Hi, today I would like to share with you the setup of DarkNet in OpenCL that works fine on Asus Thinker Board S. Here it 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 Continue ReadingDarkNet in OpenCL on Asus Thinker Board S

DarkNet 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 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

DarkNet CNN in OpenCL on macOS with Yolo3

Hi, Today I would like to announce that my GitHub fork at https://github.com/sowson/darknet has a new update, the fork is a 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

Car See by DarkNet CNN on MacBookPro 13 with Sonnet eGFX 580

Hi, today I would like to share with you a truly amazing solution. It was originally presented on TED Talks about DarkNet by Joseph Redmon. Once I saw it I was wonder how to play with this solution on my MacBook Pro 13 that as you may know has not GPU I am mean it has but not very strong. But that was improved once I bought Sonnet eGFX 580 Puck… the Continue ReadingCar See by DarkNet CNN on MacBookPro 13 with Sonnet eGFX 580