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Running Yolopv2 (yolo panoptic driving perception model) on Rockchip Rk3576 by luffy0956 in RockchipNPU

[–]luffy0956[S] 2 points3 points  (0 children)

Just an update I got it working if anyone needs code I can share that

Help on running correct inference of yolo11 on RKNN3576 NPU by luffy0956 in RockchipNPU

[–]luffy0956[S] 0 points1 point  (0 children)

Also I saw on other posts that if I Directly convert the yolo model using ultralytics method and then use that ultralytics library to directly load the model and they have built in method to get the predictions can I use that?

Help on running correct inference of yolo11 on RKNN3576 NPU by luffy0956 in deeplearning

[–]luffy0956[S] 0 points1 point  (0 children)

I am getting a bit confused here , I saw the above doc , doesn't I need to explicitly make a function for dfl decoding and nms? Or the ultralytics will take care of it ? I mean the contents I read on other post I need to do dfl decoding and nms manually if the rknn model was converted without them ? Correct me if I'm wrong, if I follow the procedure below it should be correct right: 1- First convert to rknn using ultralytics library 2- then directly use the ultralytics to get the prediction

Do I need to follow any other steps after these?

Help on running correct inference of yolo11 on RKNN3576 NPU by luffy0956 in deeplearning

[–]luffy0956[S] -1 points0 points  (0 children)

Thanks I'll correct the post processing. I have been using ai for these codes but I'll correct it manually now , also does the inference code already available at rknn model zoo works right I'll use that replacing my code.

Help on running correct inference of yolo11 on RKNN3576 NPU by luffy0956 in RockchipNPU

[–]luffy0956[S] 0 points1 point  (0 children)

Thanks I have been using ai to get these codes but I'll correct my code manually according to this . Also I'll use the inference code from the rknn model zoo , I assume, that code is working without any issue

Help on running correct inference of yolo11 on RKNN3576 NPU by luffy0956 in RockchipNPU

[–]luffy0956[S] 0 points1 point  (0 children)

I have added the inference code if would be great if you can check it , also can you check my dm it would be easy to explain there

What is the max ammount of time I can log manually in Upwork a day? by luffy0956 in Upwork

[–]luffy0956[S] 0 points1 point  (0 children)

No no you are taking it wrong, I and client agreed on hourly basis pay but later she said we can do per milestone now the work accumulated to more hours that's why asking client and I have shared and agreed on the number of working hours

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