|
- [net]
- # Testing
- #batch=1
- #subdivisions=1
- # Training
- batch=64
- subdivisions=8
- width=608
- height=608
- channels=3
- momentum=0.949
- decay=0.0005
- angle=0
- saturation = 1.5
- exposure = 1.5
- hue=.1
-
- learning_rate=0.00261
- burn_in=1000
- max_batches = 500500
- policy=steps
- steps=400000,450000
- scales=.1,.1
-
- #cutmix=1
- mosaic=1
-
- #:104x104 54:52x52 85:26x26 104:13x13 for 416
-
- [convolutional]
- batch_normalize=1
- filters=32
- size=3
- stride=1
- pad=1
- activation=mish
-
- # Downsample
-
- [convolutional]
- batch_normalize=1
- filters=64
- size=3
- stride=2
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=64
- size=1
- stride=1
- pad=1
- activation=mish
-
- [route]
- layers = -2
-
- [convolutional]
- batch_normalize=1
- filters=64
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=32
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=64
- size=3
- stride=1
- pad=1
- activation=mish
-
- [shortcut]
- from=-3
- activation=linear
-
- [convolutional]
- batch_normalize=1
- filters=64
- size=1
- stride=1
- pad=1
- activation=mish
-
- [route]
- layers = -1,-7
-
- [convolutional]
- batch_normalize=1
- filters=64
- size=1
- stride=1
- pad=1
- activation=mish
-
- # Downsample
-
- [convolutional]
- batch_normalize=1
- filters=128
- size=3
- stride=2
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=64
- size=1
- stride=1
- pad=1
- activation=mish
-
- [route]
- layers = -2
-
- [convolutional]
- batch_normalize=1
- filters=64
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=64
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=64
- size=3
- stride=1
- pad=1
- activation=mish
-
- [shortcut]
- from=-3
- activation=linear
-
- [convolutional]
- batch_normalize=1
- filters=64
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=64
- size=3
- stride=1
- pad=1
- activation=mish
-
- [shortcut]
- from=-3
- activation=linear
-
- [convolutional]
- batch_normalize=1
- filters=64
- size=1
- stride=1
- pad=1
- activation=mish
-
- [route]
- layers = -1,-10
-
- [convolutional]
- batch_normalize=1
- filters=128
- size=1
- stride=1
- pad=1
- activation=mish
-
- # Downsample
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=3
- stride=2
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=128
- size=1
- stride=1
- pad=1
- activation=mish
-
- [route]
- layers = -2
-
- [convolutional]
- batch_normalize=1
- filters=128
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=128
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=128
- size=3
- stride=1
- pad=1
- activation=mish
-
- [shortcut]
- from=-3
- activation=linear
-
- [convolutional]
- batch_normalize=1
- filters=128
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=128
- size=3
- stride=1
- pad=1
- activation=mish
-
- [shortcut]
- from=-3
- activation=linear
-
- [convolutional]
- batch_normalize=1
- filters=128
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=128
- size=3
- stride=1
- pad=1
- activation=mish
-
- [shortcut]
- from=-3
- activation=linear
-
- [convolutional]
- batch_normalize=1
- filters=128
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=128
- size=3
- stride=1
- pad=1
- activation=mish
-
- [shortcut]
- from=-3
- activation=linear
-
-
- [convolutional]
- batch_normalize=1
- filters=128
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=128
- size=3
- stride=1
- pad=1
- activation=mish
-
- [shortcut]
- from=-3
- activation=linear
-
- [convolutional]
- batch_normalize=1
- filters=128
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=128
- size=3
- stride=1
- pad=1
- activation=mish
-
- [shortcut]
- from=-3
- activation=linear
-
- [convolutional]
- batch_normalize=1
- filters=128
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=128
- size=3
- stride=1
- pad=1
- activation=mish
-
- [shortcut]
- from=-3
- activation=linear
-
- [convolutional]
- batch_normalize=1
- filters=128
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=128
- size=3
- stride=1
- pad=1
- activation=mish
-
- [shortcut]
- from=-3
- activation=linear
-
- [convolutional]
- batch_normalize=1
- filters=128
- size=1
- stride=1
- pad=1
- activation=mish
-
- [route]
- layers = -1,-28
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=1
- stride=1
- pad=1
- activation=mish
-
- # Downsample
-
- [convolutional]
- batch_normalize=1
- filters=512
- size=3
- stride=2
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=1
- stride=1
- pad=1
- activation=mish
-
- [route]
- layers = -2
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=3
- stride=1
- pad=1
- activation=mish
-
- [shortcut]
- from=-3
- activation=linear
-
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=3
- stride=1
- pad=1
- activation=mish
-
- [shortcut]
- from=-3
- activation=linear
-
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=3
- stride=1
- pad=1
- activation=mish
-
- [shortcut]
- from=-3
- activation=linear
-
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=3
- stride=1
- pad=1
- activation=mish
-
- [shortcut]
- from=-3
- activation=linear
-
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=3
- stride=1
- pad=1
- activation=mish
-
- [shortcut]
- from=-3
- activation=linear
-
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=3
- stride=1
- pad=1
- activation=mish
-
- [shortcut]
- from=-3
- activation=linear
-
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=3
- stride=1
- pad=1
- activation=mish
-
- [shortcut]
- from=-3
- activation=linear
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=3
- stride=1
- pad=1
- activation=mish
-
- [shortcut]
- from=-3
- activation=linear
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=1
- stride=1
- pad=1
- activation=mish
-
- [route]
- layers = -1,-28
-
- [convolutional]
- batch_normalize=1
- filters=512
- size=1
- stride=1
- pad=1
- activation=mish
-
- # Downsample
-
- [convolutional]
- batch_normalize=1
- filters=1024
- size=3
- stride=2
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=512
- size=1
- stride=1
- pad=1
- activation=mish
-
- [route]
- layers = -2
-
- [convolutional]
- batch_normalize=1
- filters=512
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=512
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=512
- size=3
- stride=1
- pad=1
- activation=mish
-
- [shortcut]
- from=-3
- activation=linear
-
- [convolutional]
- batch_normalize=1
- filters=512
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=512
- size=3
- stride=1
- pad=1
- activation=mish
-
- [shortcut]
- from=-3
- activation=linear
-
- [convolutional]
- batch_normalize=1
- filters=512
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=512
- size=3
- stride=1
- pad=1
- activation=mish
-
- [shortcut]
- from=-3
- activation=linear
-
- [convolutional]
- batch_normalize=1
- filters=512
- size=1
- stride=1
- pad=1
- activation=mish
-
- [convolutional]
- batch_normalize=1
- filters=512
- size=3
- stride=1
- pad=1
- activation=mish
-
- [shortcut]
- from=-3
- activation=linear
-
- [convolutional]
- batch_normalize=1
- filters=512
- size=1
- stride=1
- pad=1
- activation=mish
-
- [route]
- layers = -1,-16
-
- [convolutional]
- batch_normalize=1
- filters=1024
- size=1
- stride=1
- pad=1
- activation=mish
-
- ##########################
-
- [convolutional]
- batch_normalize=1
- filters=512
- size=1
- stride=1
- pad=1
- activation=leaky
-
- [convolutional]
- batch_normalize=1
- size=3
- stride=1
- pad=1
- filters=1024
- activation=leaky
-
- [convolutional]
- batch_normalize=1
- filters=512
- size=1
- stride=1
- pad=1
- activation=leaky
-
- ### SPP ###
- [maxpool]
- stride=1
- size=5
-
- [route]
- layers=-2
-
- [maxpool]
- stride=1
- size=9
-
- [route]
- layers=-4
-
- [maxpool]
- stride=1
- size=13
-
- [route]
- layers=-1,-3,-5,-6
- ### End SPP ###
-
- [convolutional]
- batch_normalize=1
- filters=512
- size=1
- stride=1
- pad=1
- activation=leaky
-
- [convolutional]
- batch_normalize=1
- size=3
- stride=1
- pad=1
- filters=1024
- activation=leaky
-
- [convolutional]
- batch_normalize=1
- filters=512
- size=1
- stride=1
- pad=1
- activation=leaky
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=1
- stride=1
- pad=1
- activation=leaky
-
- [upsample]
- stride=2
-
- [route]
- layers = 85
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=1
- stride=1
- pad=1
- activation=leaky
-
- [route]
- layers = -1, -3
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=1
- stride=1
- pad=1
- activation=leaky
-
- [convolutional]
- batch_normalize=1
- size=3
- stride=1
- pad=1
- filters=512
- activation=leaky
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=1
- stride=1
- pad=1
- activation=leaky
-
- [convolutional]
- batch_normalize=1
- size=3
- stride=1
- pad=1
- filters=512
- activation=leaky
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=1
- stride=1
- pad=1
- activation=leaky
-
- [convolutional]
- batch_normalize=1
- filters=128
- size=1
- stride=1
- pad=1
- activation=leaky
-
- [upsample]
- stride=2
-
- [route]
- layers = 54
-
- [convolutional]
- batch_normalize=1
- filters=128
- size=1
- stride=1
- pad=1
- activation=leaky
-
- [route]
- layers = -1, -3
-
- [convolutional]
- batch_normalize=1
- filters=128
- size=1
- stride=1
- pad=1
- activation=leaky
-
- [convolutional]
- batch_normalize=1
- size=3
- stride=1
- pad=1
- filters=256
- activation=leaky
-
- [convolutional]
- batch_normalize=1
- filters=128
- size=1
- stride=1
- pad=1
- activation=leaky
-
- [convolutional]
- batch_normalize=1
- size=3
- stride=1
- pad=1
- filters=256
- activation=leaky
-
- [convolutional]
- batch_normalize=1
- filters=128
- size=1
- stride=1
- pad=1
- activation=leaky
-
- ##########################
-
- [convolutional]
- batch_normalize=1
- size=3
- stride=1
- pad=1
- filters=256
- activation=leaky
-
- [convolutional]
- size=1
- stride=1
- pad=1
- filters=255
- activation=linear
-
-
- [yolo]
- mask = 0,1,2
- anchors = 12, 16, 19, 36, 40, 28, 36, 75, 76, 55, 72, 146, 142, 110, 192, 243, 459, 401
- classes=80
- num=9
- jitter=.3
- ignore_thresh = .7
- truth_thresh = 1
- scale_x_y = 1.2
- iou_thresh=0.213
- cls_normalizer=1.0
- iou_normalizer=0.07
- iou_loss=ciou
- nms_kind=greedynms
- beta_nms=0.6
-
-
- [route]
- layers = -4
-
- [convolutional]
- batch_normalize=1
- size=3
- stride=2
- pad=1
- filters=256
- activation=leaky
-
- [route]
- layers = -1, -16
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=1
- stride=1
- pad=1
- activation=leaky
-
- [convolutional]
- batch_normalize=1
- size=3
- stride=1
- pad=1
- filters=512
- activation=leaky
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=1
- stride=1
- pad=1
- activation=leaky
-
- [convolutional]
- batch_normalize=1
- size=3
- stride=1
- pad=1
- filters=512
- activation=leaky
-
- [convolutional]
- batch_normalize=1
- filters=256
- size=1
- stride=1
- pad=1
- activation=leaky
-
- [convolutional]
- batch_normalize=1
- size=3
- stride=1
- pad=1
- filters=512
- activation=leaky
-
- [convolutional]
- size=1
- stride=1
- pad=1
- filters=255
- activation=linear
-
-
- [yolo]
- mask = 3,4,5
- anchors = 12, 16, 19, 36, 40, 28, 36, 75, 76, 55, 72, 146, 142, 110, 192, 243, 459, 401
- classes=80
- num=9
- jitter=.3
- ignore_thresh = .7
- truth_thresh = 1
- scale_x_y = 1.1
- iou_thresh=0.213
- cls_normalizer=1.0
- iou_normalizer=0.07
- iou_loss=ciou
- nms_kind=greedynms
- beta_nms=0.6
-
-
- [route]
- layers = -4
-
- [convolutional]
- batch_normalize=1
- size=3
- stride=2
- pad=1
- filters=512
- activation=leaky
-
- [route]
- layers = -1, -37
-
- [convolutional]
- batch_normalize=1
- filters=512
- size=1
- stride=1
- pad=1
- activation=leaky
-
- [convolutional]
- batch_normalize=1
- size=3
- stride=1
- pad=1
- filters=1024
- activation=leaky
-
- [convolutional]
- batch_normalize=1
- filters=512
- size=1
- stride=1
- pad=1
- activation=leaky
-
- [convolutional]
- batch_normalize=1
- size=3
- stride=1
- pad=1
- filters=1024
- activation=leaky
-
- [convolutional]
- batch_normalize=1
- filters=512
- size=1
- stride=1
- pad=1
- activation=leaky
-
- [convolutional]
- batch_normalize=1
- size=3
- stride=1
- pad=1
- filters=1024
- activation=leaky
-
- [convolutional]
- size=1
- stride=1
- pad=1
- filters=255
- activation=linear
-
-
- [yolo]
- mask = 6,7,8
- anchors = 12, 16, 19, 36, 40, 28, 36, 75, 76, 55, 72, 146, 142, 110, 192, 243, 459, 401
- classes=80
- num=9
- jitter=.3
- ignore_thresh = .7
- truth_thresh = 1
- random=1
- scale_x_y = 1.05
- iou_thresh=0.213
- cls_normalizer=1.0
- iou_normalizer=0.07
- iou_loss=ciou
- nms_kind=greedynms
- beta_nms=0.6
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