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pjreddie / darknet

Convolutional Neural Networks
http://pjreddie.com/darknet/
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Has anyone Implemented yolo3, yolo2 or tiny yolo on FPGA ? #1341

Open Thilanka97 opened 5 years ago

Thilanka97 commented 5 years ago

Hey, I want to optimize yolo on fpga. For that I need a code which has already implemented yolo on fpga using opencl. If anyone has implemented yolo on fpga using opencl could you please help me with this ? It would be a great help.

Thanks in advance !

Favi0 commented 5 years ago

i think there are plenty of implementations for fpga already.. google is your friend

Thilanka97 commented 5 years ago

@Favi0 thanks for the comment. yea there are people who has implemented yolo on fpga using opencl, but most of them are not willing to share their code or give details. Do you know a source or a person who has implemented yolo on fpga ?

Thanks in advance!

vowstar commented 5 years ago

Kendryte k210 done it on ASIC. And before asic, it verified on vcu118 xvu9p fpga. Here's face detection demo using tinyyolo with depthwise convolution on k210. https://github.com/kendryte/kendryte-standalone-demo/tree/master/face_detect

sowson commented 5 years ago

Can you check project I am taking care on FPGA. I have no access. to such device with OpenCL support. My project had some issues but now seams to the most of them have been solved at https://github.com/sowson/darknet it is Darknet in OpenCL... that works! :D. I am looking for contributor who help with pull request that add Windows setup possibility.

francis2tm commented 4 years ago

@Thilanka97 Hey! Have you found any successful implementation of yolo in FPGA?

thanks

ppphj commented 3 years ago

@francis2tm @Thilanka97 I am also looking for YOLO on fpga have you ever found it，such as YOLOv2 or YOLOv1 Thanks for you if you could share what you have found.

francis2tm commented 3 years ago

@ppphj I didn't have much success finding it

ppphj commented 3 years ago

@francis2tm I only found YOLO implemented by OpenCL at github.com/doonny/PipeCNN, but it is incomplete and lacks the host files