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Add back legacy yolov5.0 models (#187)
* Add back legacy model commits * Add root to search directory * remove . in root path * Add to manifest
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# parameters | ||
nc: 80 # number of classes | ||
depth_multiple: 1.0 # model depth multiple | ||
width_multiple: 1.0 # layer channel multiple | ||
act: Hardswish # Overwrite activations for improved DeepSparse performance | ||
|
||
# anchors | ||
anchors: | ||
- [10,13, 16,30, 33,23] # P3/8 | ||
- [30,61, 62,45, 59,119] # P4/16 | ||
- [116,90, 156,198, 373,326] # P5/32 | ||
|
||
# YOLOv5 backbone | ||
backbone: | ||
# [from, number, module, args] | ||
[[-1, 1, Focus, [64, 3]], # 0-P1/2 | ||
[-1, 1, Conv, [128, 3, 2]], # 1-P2/4 | ||
[-1, 3, C3, [128]], | ||
[-1, 1, Conv, [256, 3, 2]], # 3-P3/8 | ||
[-1, 9, C3, [256]], | ||
[-1, 1, Conv, [512, 3, 2]], # 5-P4/16 | ||
[-1, 9, C3, [512]], | ||
[-1, 1, Conv, [1024, 3, 2]], # 7-P5/32 | ||
[-1, 1, SPP, [1024, [5, 9, 13]]], | ||
[-1, 3, C3, [1024, False]], # 9 | ||
] | ||
|
||
# YOLOv5 head | ||
head: | ||
[[-1, 1, Conv, [512, 1, 1]], | ||
[-1, 1, nn.Upsample, [None, 2, 'nearest']], | ||
[[-1, 6], 1, Concat, [1]], # cat backbone P4 | ||
[-1, 3, C3, [512, False]], # 13 | ||
|
||
[-1, 1, Conv, [256, 1, 1]], | ||
[-1, 1, nn.Upsample, [None, 2, 'nearest']], | ||
[[-1, 4], 1, Concat, [1]], # cat backbone P3 | ||
[-1, 3, C3, [256, False]], # 17 (P3/8-small) | ||
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||
[-1, 1, Conv, [256, 3, 2]], | ||
[[-1, 14], 1, Concat, [1]], # cat head P4 | ||
[-1, 3, C3, [512, False]], # 20 (P4/16-medium) | ||
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||
[-1, 1, Conv, [512, 3, 2]], | ||
[[-1, 10], 1, Concat, [1]], # cat head P5 | ||
[-1, 3, C3, [1024, False]], # 23 (P5/32-large) | ||
|
||
[[17, 20, 23], 1, Detect, [nc, anchors]], # Detect(P3, P4, P5) | ||
] |
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Original file line number | Diff line number | Diff line change |
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# parameters | ||
nc: 80 # number of classes | ||
depth_multiple: 0.67 # model depth multiple | ||
width_multiple: 0.75 # layer channel multiple | ||
act: Hardswish # Overwrite activations for improved DeepSparse performance | ||
|
||
# anchors | ||
anchors: | ||
- [10,13, 16,30, 33,23] # P3/8 | ||
- [30,61, 62,45, 59,119] # P4/16 | ||
- [116,90, 156,198, 373,326] # P5/32 | ||
|
||
# YOLOv5 backbone | ||
backbone: | ||
# [from, number, module, args] | ||
[[-1, 1, Focus, [64, 3]], # 0-P1/2 | ||
[-1, 1, Conv, [128, 3, 2]], # 1-P2/4 | ||
[-1, 3, C3, [128]], | ||
[-1, 1, Conv, [256, 3, 2]], # 3-P3/8 | ||
[-1, 9, C3, [256]], | ||
[-1, 1, Conv, [512, 3, 2]], # 5-P4/16 | ||
[-1, 9, C3, [512]], | ||
[-1, 1, Conv, [1024, 3, 2]], # 7-P5/32 | ||
[-1, 1, SPP, [1024, [5, 9, 13]]], | ||
[-1, 3, C3, [1024, False]], # 9 | ||
] | ||
|
||
# YOLOv5 head | ||
head: | ||
[[-1, 1, Conv, [512, 1, 1]], | ||
[-1, 1, nn.Upsample, [None, 2, 'nearest']], | ||
[[-1, 6], 1, Concat, [1]], # cat backbone P4 | ||
[-1, 3, C3, [512, False]], # 13 | ||
|
||
[-1, 1, Conv, [256, 1, 1]], | ||
[-1, 1, nn.Upsample, [None, 2, 'nearest']], | ||
[[-1, 4], 1, Concat, [1]], # cat backbone P3 | ||
[-1, 3, C3, [256, False]], # 17 (P3/8-small) | ||
|
||
[-1, 1, Conv, [256, 3, 2]], | ||
[[-1, 14], 1, Concat, [1]], # cat head P4 | ||
[-1, 3, C3, [512, False]], # 20 (P4/16-medium) | ||
|
||
[-1, 1, Conv, [512, 3, 2]], | ||
[[-1, 10], 1, Concat, [1]], # cat head P5 | ||
[-1, 3, C3, [1024, False]], # 23 (P5/32-large) | ||
|
||
[[17, 20, 23], 1, Detect, [nc, anchors]], # Detect(P3, P4, P5) | ||
] |
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Original file line number | Diff line number | Diff line change |
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@@ -0,0 +1,49 @@ | ||
# parameters | ||
nc: 80 # number of classes | ||
depth_multiple: 0.33 # model depth multiple | ||
width_multiple: 0.50 # layer channel multiple | ||
act: Hardswish # Overwrite activations for improved DeepSparse performance | ||
|
||
# anchors | ||
anchors: | ||
- [10,13, 16,30, 33,23] # P3/8 | ||
- [30,61, 62,45, 59,119] # P4/16 | ||
- [116,90, 156,198, 373,326] # P5/32 | ||
|
||
# YOLOv5 backbone | ||
backbone: | ||
# [from, number, module, args] | ||
[[-1, 1, Focus, [64, 3]], # 0-P1/2 | ||
[-1, 1, Conv, [128, 3, 2]], # 1-P2/4 | ||
[-1, 3, C3, [128]], | ||
[-1, 1, Conv, [256, 3, 2]], # 3-P3/8 | ||
[-1, 9, C3, [256]], | ||
[-1, 1, Conv, [512, 3, 2]], # 5-P4/16 | ||
[-1, 9, C3, [512]], | ||
[-1, 1, Conv, [1024, 3, 2]], # 7-P5/32 | ||
[-1, 1, SPP, [1024, [5, 9, 13]]], | ||
[-1, 3, C3, [1024, False]], # 9 | ||
] | ||
|
||
# YOLOv5 head | ||
head: | ||
[[-1, 1, Conv, [512, 1, 1]], | ||
[-1, 1, nn.Upsample, [None, 2, 'nearest']], | ||
[[-1, 6], 1, Concat, [1]], # cat backbone P4 | ||
[-1, 3, C3, [512, False]], # 13 | ||
|
||
[-1, 1, Conv, [256, 1, 1]], | ||
[-1, 1, nn.Upsample, [None, 2, 'nearest']], | ||
[[-1, 4], 1, Concat, [1]], # cat backbone P3 | ||
[-1, 3, C3, [256, False]], # 17 (P3/8-small) | ||
|
||
[-1, 1, Conv, [256, 3, 2]], | ||
[[-1, 14], 1, Concat, [1]], # cat head P4 | ||
[-1, 3, C3, [512, False]], # 20 (P4/16-medium) | ||
|
||
[-1, 1, Conv, [512, 3, 2]], | ||
[[-1, 10], 1, Concat, [1]], # cat head P5 | ||
[-1, 3, C3, [1024, False]], # 23 (P5/32-large) | ||
|
||
[[17, 20, 23], 1, Detect, [nc, anchors]], # Detect(P3, P4, P5) | ||
] |
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Original file line number | Diff line number | Diff line change |
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@@ -0,0 +1,49 @@ | ||
# parameters | ||
nc: 80 # number of classes | ||
depth_multiple: 1.33 # model depth multiple | ||
width_multiple: 1.25 # layer channel multiple | ||
act: Hardswish # Overwrite activations for improved DeepSparse performance | ||
|
||
# anchors | ||
anchors: | ||
- [10,13, 16,30, 33,23] # P3/8 | ||
- [30,61, 62,45, 59,119] # P4/16 | ||
- [116,90, 156,198, 373,326] # P5/32 | ||
|
||
# YOLOv5 backbone | ||
backbone: | ||
# [from, number, module, args] | ||
[[-1, 1, Focus, [64, 3]], # 0-P1/2 | ||
[-1, 1, Conv, [128, 3, 2]], # 1-P2/4 | ||
[-1, 3, C3, [128]], | ||
[-1, 1, Conv, [256, 3, 2]], # 3-P3/8 | ||
[-1, 9, C3, [256]], | ||
[-1, 1, Conv, [512, 3, 2]], # 5-P4/16 | ||
[-1, 9, C3, [512]], | ||
[-1, 1, Conv, [1024, 3, 2]], # 7-P5/32 | ||
[-1, 1, SPP, [1024, [5, 9, 13]]], | ||
[-1, 3, C3, [1024, False]], # 9 | ||
] | ||
|
||
# YOLOv5 head | ||
head: | ||
[[-1, 1, Conv, [512, 1, 1]], | ||
[-1, 1, nn.Upsample, [None, 2, 'nearest']], | ||
[[-1, 6], 1, Concat, [1]], # cat backbone P4 | ||
[-1, 3, C3, [512, False]], # 13 | ||
|
||
[-1, 1, Conv, [256, 1, 1]], | ||
[-1, 1, nn.Upsample, [None, 2, 'nearest']], | ||
[[-1, 4], 1, Concat, [1]], # cat backbone P3 | ||
[-1, 3, C3, [256, False]], # 17 (P3/8-small) | ||
|
||
[-1, 1, Conv, [256, 3, 2]], | ||
[[-1, 14], 1, Concat, [1]], # cat head P4 | ||
[-1, 3, C3, [512, False]], # 20 (P4/16-medium) | ||
|
||
[-1, 1, Conv, [512, 3, 2]], | ||
[[-1, 10], 1, Concat, [1]], # cat head P5 | ||
[-1, 3, C3, [1024, False]], # 23 (P5/32-large) | ||
|
||
[[17, 20, 23], 1, Detect, [nc, anchors]], # Detect(P3, P4, P5) | ||
] |
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