forked from open-mmlab/mmyolo
-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathmetafile.yml
140 lines (139 loc) · 5.34 KB
/
metafile.yml
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
Collections:
- Name: YOLOv8
Metadata:
Training Data: COCO
Training Techniques:
- SGD with Nesterov
- Weight Decay
- AMP
- Synchronize BN
Training Resources: 8x A100 GPUs
Architecture:
- CSPDarkNet
- PAFPN
- Decoupled Head
README: configs/yolov8/README.md
Code:
URL: https://github.com/open-mmlab/mmyolo/blob/v0.0.1/mmyolo/models/detectors/yolo_detector.py#L12
Version: v0.0.1
Models:
- Name: yolov8_n_syncbn_fast_8xb16-500e_coco
In Collection: YOLOv8
Config: configs/yolov8/yolov8_n_syncbn_fast_8xb16-500e_coco.py
Metadata:
Training Memory (GB): 2.8
Epochs: 500
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 37.2
Weights: https://download.openmmlab.com/mmyolo/v0/yolov8/yolov8_n_syncbn_fast_8xb16-500e_coco/yolov8_n_syncbn_fast_8xb16-500e_coco_20230114_131804-88c11cdb.pth
- Name: yolov8_s_syncbn_fast_8xb16-500e_coco
In Collection: YOLOv8
Config: configs/yolov8/yolov8_s_syncbn_fast_8xb16-500e_coco.py
Metadata:
Training Memory (GB): 4.0
Epochs: 500
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 44.2
Weights: https://download.openmmlab.com/mmyolo/v0/yolov8/yolov8_s_syncbn_fast_8xb16-500e_coco/yolov8_s_syncbn_fast_8xb16-500e_coco_20230117_180101-5aa5f0f1.pth
- Name: yolov8_m_syncbn_fast_8xb16-500e_coco
In Collection: YOLOv8
Config: configs/yolov8/yolov8_m_syncbn_fast_8xb16-500e_coco.py
Metadata:
Training Memory (GB): 7.2
Epochs: 500
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 49.8
Weights: https://download.openmmlab.com/mmyolo/v0/yolov8/yolov8_m_syncbn_fast_8xb16-500e_coco/yolov8_m_syncbn_fast_8xb16-500e_coco_20230115_192200-c22e560a.pth
- Name: yolov8_l_syncbn_fast_8xb16-500e_coco
In Collection: YOLOv8
Config: configs/yolov8/yolov8_l_syncbn_fast_8xb16-500e_coco.py
Metadata:
Training Memory (GB): 9.8
Epochs: 500
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 52.1
Weights: https://download.openmmlab.com/mmyolo/v0/yolov8/yolov8_l_syncbn_fast_8xb16-500e_coco/yolov8_l_syncbn_fast_8xb16-500e_coco_20230217_182526-189611b6.pth
- Name: yolov8_x_syncbn_fast_8xb16-500e_coco
In Collection: YOLOv8
Config: configs/yolov8/yolov8_x_syncbn_fast_8xb16-500e_coco.py
Metadata:
Training Memory (GB): 12.2
Epochs: 500
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 52.7
Weights: https://download.openmmlab.com/mmyolo/v0/yolov8/yolov8_x_syncbn_fast_8xb16-500e_coco/yolov8_x_syncbn_fast_8xb16-500e_coco_20230218_023338-5674673c.pth
- Name: yolov8_n_mask-refine_syncbn_fast_8xb16-500e_coco
In Collection: YOLOv8
Config: configs/yolov8/yolov8_n_mask-refine_syncbn_fast_8xb16-500e_coco.py
Metadata:
Training Memory (GB): 2.5
Epochs: 500
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 37.4
Weights: https://download.openmmlab.com/mmyolo/v0/yolov8/yolov8_n_mask-refine_syncbn_fast_8xb16-500e_coco/yolov8_n_mask-refine_syncbn_fast_8xb16-500e_coco_20230216_101206-b975b1cd.pth
- Name: yolov8_s_mask-refine_syncbn_fast_8xb16-500e_coco
In Collection: YOLOv8
Config: configs/yolov8/yolov8_s_mask-refine_syncbn_fast_8xb16-500e_coco.py
Metadata:
Training Memory (GB): 4.0
Epochs: 500
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 45.1
Weights: https://download.openmmlab.com/mmyolo/v0/yolov8/yolov8_s_mask-refine_syncbn_fast_8xb16-500e_coco/yolov8_s_mask-refine_syncbn_fast_8xb16-500e_coco_20230216_095938-ce3c1b3f.pth
- Name: yolov8_m_mask-refine_syncbn_fast_8xb16-500e_coco
In Collection: YOLOv8
Config: configs/yolov8/yolov8_m_mask-refine_syncbn_fast_8xb16-500e_coco.py
Metadata:
Training Memory (GB): 7.0
Epochs: 500
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 50.6
Weights: https://download.openmmlab.com/mmyolo/v0/yolov8/yolov8_m_mask-refine_syncbn_fast_8xb16-500e_coco/yolov8_m_mask-refine_syncbn_fast_8xb16-500e_coco_20230216_223400-f40abfcd.pth
- Name: yolov8_l_mask-refine_syncbn_fast_8xb16-500e_coco
In Collection: YOLOv8
Config: configs/yolov8/yolov8_l_mask-refine_syncbn_fast_8xb16-500e_coco.py
Metadata:
Training Memory (GB): 9.1
Epochs: 500
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 53.0
Weights: https://download.openmmlab.com/mmyolo/v0/yolov8/yolov8_l_mask-refine_syncbn_fast_8xb16-500e_coco/yolov8_l_mask-refine_syncbn_fast_8xb16-500e_coco_20230217_120100-5881dec4.pth
- Name: yolov8_x_mask-refine_syncbn_fast_8xb16-500e_coco
In Collection: YOLOv8
Config: configs/yolov8/yolov8_x_mask-refine_syncbn_fast_8xb16-500e_coco.py
Metadata:
Training Memory (GB): 12.4
Epochs: 500
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 54.0
Weights: https://download.openmmlab.com/mmyolo/v0/yolov8/yolov8_x_mask-refine_syncbn_fast_8xb16-500e_coco/yolov8_x_mask-refine_syncbn_fast_8xb16-500e_coco_20230217_120411-079ca8d1.pth