YoloV8-ncnn-Raspberry-Pi-4 issues

Problem when creating a model.bin and model.param

3

I've tried these two methods to get the ncnn model: - The python yolov8 method: ```python from ultralytics import YOLO import ncnn model=YOLO('yolov8n.pt') model.train(data="data.yaml", epochs=100, batch=8) path = model.export(format="ncnn") ```...

LorenzoCatarsi

The reporting of training errors.

Hello, may I ask if you have encountered the situation that training cannot be done after modifying block.py and head.py? The model exported after modification can indeed be used, but...

vinson-xj

how to import model Yolov8 for ncnn

9

Good afternoon. how to import a trained model for ncnn correctly? I tried: ``` !yolo mode=export model={HOME}/runs/detect/train/weights/best.pt format=onnx !python -m onnxsim {HOME}/runs/detect/train/weights/best.onnx {HOME}/runs/detect/train/weights/best-sim.onnx ``` and `onnx2ncnn best-sim.onnx best.param best.bin` I...

pastukhov-aleksandr

Does it support quantization?

5

I want to improve FPS on Raspberry PI. Does it make sense to look into 16 or 8 bit quantization? Would be possible to run it with this code?

yrik

question

yolov8 on RP 3B+

1

did any one tired yolo v8 on rp 3b+ ??

dipu0

Segmentation in yolov8

1

Is it possible to run yolov8 segmentation using this?. Will segmentation run on raspberry pi 4.

programmeddeath1

Possible to introduce python script example using ncnn python binding

1

Hi NCNN python examples has only up to python5s, are you able to release a python script using this model, I tried to convert the cpp script but the output...

lecifire