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 battle heroes come on the Continue ReadingDarkNet CUDA vs OpenCL and CPU vs NVIDIA vs AMD

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]$ ./darknet detect cfg/yolov2.cfg ../../weights/yolov2.weights data/dog.jpgDevice 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 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 funny thing is that they called Continue ReadingCar See by DarkNet CNN on MacBookPro 13 with Sonnet eGFX 580