AI-exp-5/run/train/args.yaml
fly6516 a009b57c89 feat(datasets): 添加新的训练和验证数据标签
- 在 train 和 valid 文件夹中添加了多个新的标签文件
- 标签文件包含了不同类型的目标检测框坐标和类别
- 新增数据有助于模型训练和性能提升
2025-06-06 18:07:28 +08:00

106 lines
1.5 KiB
YAML

task: detect
mode: train
model: yolo12s.yaml
data: datasets/data.yaml
epochs: 600
time: null
patience: 100
batch: 32
imgsz: 640
save: true
save_period: 50
cache: disk
device: '0'
workers: 4
project: run
name: train
exist_ok: false
pretrained: true
optimizer: SGD
verbose: true
seed: 0
deterministic: true
single_cls: false
rect: false
cos_lr: false
close_mosaic: 10
resume: false
amp: true
fraction: 1.0
profile: false
freeze: null
multi_scale: false
overlap_mask: true
mask_ratio: 4
dropout: 0.0
val: true
split: val
save_json: false
conf: null
iou: 0.7
max_det: 300
half: false
dnn: false
plots: true
source: null
vid_stride: 1
stream_buffer: false
visualize: false
augment: false
agnostic_nms: false
classes: null
retina_masks: false
embed: null
show: false
save_frames: false
save_txt: false
save_conf: false
save_crop: false
show_labels: true
show_conf: true
show_boxes: true
line_width: null
format: torchscript
keras: false
optimize: false
int8: false
dynamic: false
simplify: true
opset: null
workspace: null
nms: false
lr0: 0.001
lrf: 0.01
momentum: 0.937
weight_decay: 0.0005
warmup_epochs: 3.0
warmup_momentum: 0.8
warmup_bias_lr: 0.1
box: 7.5
cls: 0.5
dfl: 1.5
pose: 12.0
kobj: 1.0
nbs: 64
hsv_h: 0.015
hsv_s: 0.7
hsv_v: 0.4
degrees: 30
translate: 0.1
scale: 0.5
shear: 15
perspective: 0.0001
flipud: 0.5
fliplr: 0.5
bgr: 0.0
mosaic: 1.0
mixup: 0.2
cutmix: 0.0
copy_paste: 0.3
copy_paste_mode: flip
auto_augment: randaugment
erasing: 0.4
cfg: null
tracker: botsort.yaml
save_dir: run\train