Files
ai-training/exports/export.py
T
zxsanny 3113d59a3a add weather modes
add exports
2025-03-13 16:39:57 +02:00

34 lines
913 B
Python

import shutil
from os import path
from pathlib import Path
import netron
from ultralytics import YOLO
def export_rknn(model_path):
# model_onnx = export_onnx(model_path)
model = YOLO(model_path)
model.export(format="rknn", name="rk3588", simplify=True)
model_stem = Path(model_path).stem
folder_name = f'{model_stem}_rknn_model'
shutil.move(path.join(folder_name, f'{Path(model_path).stem}-rk3588.rknn'), f'{model_stem}.rknn')
shutil.rmtree(folder_name)
pass
def export_onnx(model_path):
model = YOLO(model_path)
model.export(format="onnx",
imgsz=1280,
batch=2,
simplify=True,
nms=True)
return Path(model_path).stem + '.onnx'
def show_model(model: str = None):
netron.start(model)
if __name__ == '__main__':
show_model('azaion_2025-03-10.rknn')
# export_rknn('azaion_2025-03-10.pt')