20 lines
780 B
Python
20 lines
780 B
Python
|
|
from ultralytics import YOLO
|
||
|
|
|
||
|
|
if __name__ == '__main__':
|
||
|
|
#
|
||
|
|
model = YOLO(r'yolo11-seg.yaml')
|
||
|
|
# 开始训练
|
||
|
|
results = model.train(
|
||
|
|
data='61seg.yaml', # 数据配置文件
|
||
|
|
epochs=300, # 训练轮数
|
||
|
|
imgsz=1280,
|
||
|
|
batch=2, # 每批图像数量
|
||
|
|
workers=10, # 数据加载线程数
|
||
|
|
device='0', # 使用 GPU 0
|
||
|
|
project='runs/train/60seg', # 保存项目目录
|
||
|
|
name='exp', # 实验名称
|
||
|
|
exist_ok=False, # 不覆盖已有实验
|
||
|
|
optimizer='AdamW', # 可选优化器
|
||
|
|
lr0=0.0009, # 初始学习率
|
||
|
|
patience=0, # 早停轮数
|
||
|
|
)
|