forked from PulseFocusPlatform/PulseFocusPlatform
57 lines
1.1 KiB
YAML
57 lines
1.1 KiB
YAML
architecture: YOLOv3
|
|
pretrain_weights: https://paddledet.bj.bcebos.com/models/pretrained/MobileNetV3_large_x1_0_ssld_pretrained.pdparams
|
|
norm_type: sync_bn
|
|
use_ema: true
|
|
ema_decay: 0.9998
|
|
|
|
YOLOv3:
|
|
backbone: MobileNetV3
|
|
neck: PPYOLOFPN
|
|
yolo_head: YOLOv3Head
|
|
post_process: BBoxPostProcess
|
|
|
|
MobileNetV3:
|
|
model_name: large
|
|
scale: 1.
|
|
with_extra_blocks: false
|
|
extra_block_filters: []
|
|
feature_maps: [13, 16]
|
|
|
|
PPYOLOFPN:
|
|
in_channels: [160, 368]
|
|
coord_conv: true
|
|
conv_block_num: 0
|
|
spp: true
|
|
drop_block: true
|
|
|
|
YOLOv3Head:
|
|
anchors: [[11, 18], [34, 47], [51, 126],
|
|
[115, 71], [120, 195], [254, 235]]
|
|
anchor_masks: [[3, 4, 5], [0, 1, 2]]
|
|
loss: YOLOv3Loss
|
|
|
|
YOLOv3Loss:
|
|
ignore_thresh: 0.5
|
|
downsample: [32, 16]
|
|
label_smooth: false
|
|
scale_x_y: 1.05
|
|
iou_loss: IouLoss
|
|
|
|
IouLoss:
|
|
loss_weight: 2.5
|
|
loss_square: true
|
|
|
|
BBoxPostProcess:
|
|
decode:
|
|
name: YOLOBox
|
|
conf_thresh: 0.005
|
|
downsample_ratio: 32
|
|
clip_bbox: true
|
|
scale_x_y: 1.05
|
|
nms:
|
|
name: MultiClassNMS
|
|
keep_top_k: 100
|
|
nms_threshold: 0.45
|
|
nms_top_k: 1000
|
|
score_threshold: 0.005
|