Commit
·
4ba47b1
1
Parent(s):
1e2cb6b
model.yaml updates
Browse files- models/yolov3-spp.yaml +2 -2
- models/yolov5l.yaml +3 -3
- models/yolov5m.yaml +3 -3
- models/yolov5s.yaml +3 -3
- models/yolov5x.yaml +3 -3
models/yolov3-spp.yaml
CHANGED
@@ -1,7 +1,7 @@
|
|
1 |
# parameters
|
2 |
nc: 80 # number of classes
|
3 |
-
depth_multiple: 1.0 #
|
4 |
-
width_multiple: 1.0 #
|
5 |
|
6 |
# anchors
|
7 |
anchors:
|
|
|
1 |
# parameters
|
2 |
nc: 80 # number of classes
|
3 |
+
depth_multiple: 1.0 # model depth multiple
|
4 |
+
width_multiple: 1.0 # layer channel multiple
|
5 |
|
6 |
# anchors
|
7 |
anchors:
|
models/yolov5l.yaml
CHANGED
@@ -27,19 +27,19 @@ backbone:
|
|
27 |
# yolov5 head
|
28 |
head:
|
29 |
[[-1, 3, BottleneckCSP, [1024, False]], # 11
|
30 |
-
[-1, 1, nn.Conv2d, [na * (nc + 5), 1, 1
|
31 |
|
32 |
[-2, 1, nn.Upsample, [None, 2, 'nearest']],
|
33 |
[[-1, 6], 1, Concat, [1]], # cat backbone P4
|
34 |
[-1, 1, Conv, [512, 1, 1]],
|
35 |
[-1, 3, BottleneckCSP, [512, False]],
|
36 |
-
[-1, 1, nn.Conv2d, [na * (nc + 5), 1, 1
|
37 |
|
38 |
[-2, 1, nn.Upsample, [None, 2, 'nearest']],
|
39 |
[[-1, 4], 1, Concat, [1]], # cat backbone P3
|
40 |
[-1, 1, Conv, [256, 1, 1]],
|
41 |
[-1, 3, BottleneckCSP, [256, False]],
|
42 |
-
[-1, 1, nn.Conv2d, [na * (nc + 5), 1, 1
|
43 |
|
44 |
[[], 1, Detect, [nc, anchors]], # Detect(P3, P4, P5)
|
45 |
]
|
|
|
27 |
# yolov5 head
|
28 |
head:
|
29 |
[[-1, 3, BottleneckCSP, [1024, False]], # 11
|
30 |
+
[-1, 1, nn.Conv2d, [na * (nc + 5), 1, 1]], # 12 (P5/32-large)
|
31 |
|
32 |
[-2, 1, nn.Upsample, [None, 2, 'nearest']],
|
33 |
[[-1, 6], 1, Concat, [1]], # cat backbone P4
|
34 |
[-1, 1, Conv, [512, 1, 1]],
|
35 |
[-1, 3, BottleneckCSP, [512, False]],
|
36 |
+
[-1, 1, nn.Conv2d, [na * (nc + 5), 1, 1]], # 17 (P4/16-medium)
|
37 |
|
38 |
[-2, 1, nn.Upsample, [None, 2, 'nearest']],
|
39 |
[[-1, 4], 1, Concat, [1]], # cat backbone P3
|
40 |
[-1, 1, Conv, [256, 1, 1]],
|
41 |
[-1, 3, BottleneckCSP, [256, False]],
|
42 |
+
[-1, 1, nn.Conv2d, [na * (nc + 5), 1, 1]], # 22 (P3/8-small)
|
43 |
|
44 |
[[], 1, Detect, [nc, anchors]], # Detect(P3, P4, P5)
|
45 |
]
|
models/yolov5m.yaml
CHANGED
@@ -27,19 +27,19 @@ backbone:
|
|
27 |
# yolov5 head
|
28 |
head:
|
29 |
[[-1, 3, BottleneckCSP, [1024, False]], # 11
|
30 |
-
[-1, 1, nn.Conv2d, [na * (nc + 5), 1, 1
|
31 |
|
32 |
[-2, 1, nn.Upsample, [None, 2, 'nearest']],
|
33 |
[[-1, 6], 1, Concat, [1]], # cat backbone P4
|
34 |
[-1, 1, Conv, [512, 1, 1]],
|
35 |
[-1, 3, BottleneckCSP, [512, False]],
|
36 |
-
[-1, 1, nn.Conv2d, [na * (nc + 5), 1, 1
|
37 |
|
38 |
[-2, 1, nn.Upsample, [None, 2, 'nearest']],
|
39 |
[[-1, 4], 1, Concat, [1]], # cat backbone P3
|
40 |
[-1, 1, Conv, [256, 1, 1]],
|
41 |
[-1, 3, BottleneckCSP, [256, False]],
|
42 |
-
[-1, 1, nn.Conv2d, [na * (nc + 5), 1, 1
|
43 |
|
44 |
[[], 1, Detect, [nc, anchors]], # Detect(P3, P4, P5)
|
45 |
]
|
|
|
27 |
# yolov5 head
|
28 |
head:
|
29 |
[[-1, 3, BottleneckCSP, [1024, False]], # 11
|
30 |
+
[-1, 1, nn.Conv2d, [na * (nc + 5), 1, 1]], # 12 (P5/32-large)
|
31 |
|
32 |
[-2, 1, nn.Upsample, [None, 2, 'nearest']],
|
33 |
[[-1, 6], 1, Concat, [1]], # cat backbone P4
|
34 |
[-1, 1, Conv, [512, 1, 1]],
|
35 |
[-1, 3, BottleneckCSP, [512, False]],
|
36 |
+
[-1, 1, nn.Conv2d, [na * (nc + 5), 1, 1]], # 17 (P4/16-medium)
|
37 |
|
38 |
[-2, 1, nn.Upsample, [None, 2, 'nearest']],
|
39 |
[[-1, 4], 1, Concat, [1]], # cat backbone P3
|
40 |
[-1, 1, Conv, [256, 1, 1]],
|
41 |
[-1, 3, BottleneckCSP, [256, False]],
|
42 |
+
[-1, 1, nn.Conv2d, [na * (nc + 5), 1, 1]], # 22 (P3/8-small)
|
43 |
|
44 |
[[], 1, Detect, [nc, anchors]], # Detect(P3, P4, P5)
|
45 |
]
|
models/yolov5s.yaml
CHANGED
@@ -27,19 +27,19 @@ backbone:
|
|
27 |
# yolov5 head
|
28 |
head:
|
29 |
[[-1, 3, BottleneckCSP, [1024, False]], # 11
|
30 |
-
[-1, 1, nn.Conv2d, [na * (nc + 5), 1, 1
|
31 |
|
32 |
[-2, 1, nn.Upsample, [None, 2, 'nearest']],
|
33 |
[[-1, 6], 1, Concat, [1]], # cat backbone P4
|
34 |
[-1, 1, Conv, [512, 1, 1]],
|
35 |
[-1, 3, BottleneckCSP, [512, False]],
|
36 |
-
[-1, 1, nn.Conv2d, [na * (nc + 5), 1, 1
|
37 |
|
38 |
[-2, 1, nn.Upsample, [None, 2, 'nearest']],
|
39 |
[[-1, 4], 1, Concat, [1]], # cat backbone P3
|
40 |
[-1, 1, Conv, [256, 1, 1]],
|
41 |
[-1, 3, BottleneckCSP, [256, False]],
|
42 |
-
[-1, 1, nn.Conv2d, [na * (nc + 5), 1, 1
|
43 |
|
44 |
[[], 1, Detect, [nc, anchors]], # Detect(P3, P4, P5)
|
45 |
]
|
|
|
27 |
# yolov5 head
|
28 |
head:
|
29 |
[[-1, 3, BottleneckCSP, [1024, False]], # 11
|
30 |
+
[-1, 1, nn.Conv2d, [na * (nc + 5), 1, 1]], # 12 (P5/32-large)
|
31 |
|
32 |
[-2, 1, nn.Upsample, [None, 2, 'nearest']],
|
33 |
[[-1, 6], 1, Concat, [1]], # cat backbone P4
|
34 |
[-1, 1, Conv, [512, 1, 1]],
|
35 |
[-1, 3, BottleneckCSP, [512, False]],
|
36 |
+
[-1, 1, nn.Conv2d, [na * (nc + 5), 1, 1]], # 17 (P4/16-medium)
|
37 |
|
38 |
[-2, 1, nn.Upsample, [None, 2, 'nearest']],
|
39 |
[[-1, 4], 1, Concat, [1]], # cat backbone P3
|
40 |
[-1, 1, Conv, [256, 1, 1]],
|
41 |
[-1, 3, BottleneckCSP, [256, False]],
|
42 |
+
[-1, 1, nn.Conv2d, [na * (nc + 5), 1, 1]], # 22 (P3/8-small)
|
43 |
|
44 |
[[], 1, Detect, [nc, anchors]], # Detect(P3, P4, P5)
|
45 |
]
|
models/yolov5x.yaml
CHANGED
@@ -27,19 +27,19 @@ backbone:
|
|
27 |
# yolov5 head
|
28 |
head:
|
29 |
[[-1, 3, BottleneckCSP, [1024, False]], # 11
|
30 |
-
[-1, 1, nn.Conv2d, [na * (nc + 5), 1, 1
|
31 |
|
32 |
[-2, 1, nn.Upsample, [None, 2, 'nearest']],
|
33 |
[[-1, 6], 1, Concat, [1]], # cat backbone P4
|
34 |
[-1, 1, Conv, [512, 1, 1]],
|
35 |
[-1, 3, BottleneckCSP, [512, False]],
|
36 |
-
[-1, 1, nn.Conv2d, [na * (nc + 5), 1, 1
|
37 |
|
38 |
[-2, 1, nn.Upsample, [None, 2, 'nearest']],
|
39 |
[[-1, 4], 1, Concat, [1]], # cat backbone P3
|
40 |
[-1, 1, Conv, [256, 1, 1]],
|
41 |
[-1, 3, BottleneckCSP, [256, False]],
|
42 |
-
[-1, 1, nn.Conv2d, [na * (nc + 5), 1, 1
|
43 |
|
44 |
[[], 1, Detect, [nc, anchors]], # Detect(P3, P4, P5)
|
45 |
]
|
|
|
27 |
# yolov5 head
|
28 |
head:
|
29 |
[[-1, 3, BottleneckCSP, [1024, False]], # 11
|
30 |
+
[-1, 1, nn.Conv2d, [na * (nc + 5), 1, 1]], # 12 (P5/32-large)
|
31 |
|
32 |
[-2, 1, nn.Upsample, [None, 2, 'nearest']],
|
33 |
[[-1, 6], 1, Concat, [1]], # cat backbone P4
|
34 |
[-1, 1, Conv, [512, 1, 1]],
|
35 |
[-1, 3, BottleneckCSP, [512, False]],
|
36 |
+
[-1, 1, nn.Conv2d, [na * (nc + 5), 1, 1]], # 17 (P4/16-medium)
|
37 |
|
38 |
[-2, 1, nn.Upsample, [None, 2, 'nearest']],
|
39 |
[[-1, 4], 1, Concat, [1]], # cat backbone P3
|
40 |
[-1, 1, Conv, [256, 1, 1]],
|
41 |
[-1, 3, BottleneckCSP, [256, False]],
|
42 |
+
[-1, 1, nn.Conv2d, [na * (nc + 5), 1, 1]], # 22 (P3/8-small)
|
43 |
|
44 |
[[], 1, Detect, [nc, anchors]], # Detect(P3, P4, P5)
|
45 |
]
|