Skip to content

GitLab

Switch branch/tag
Find file Normal viewHistoryPermalink
metafile.yml 3.37 KB
Newer Older
unknown's avatar
添加openmmlab测试用例  
unknown committed
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 
Collections:
  - Name: Feature Pyramid Grids
    Metadata:
      Training Data: COCO
      Training Techniques:
        - SGD with Momentum
        - Weight Decay
      Training Resources: 8x NVIDIA V100 GPUs
      Architecture:
        - Feature Pyramid Grids
    Paper: https://arxiv.org/abs/2004.03580
    README: configs/fpg/README.md

Models:
  - Name: faster_rcnn_r50_fpg_crop640_50e_coco
    In Collection: Feature Pyramid Grids
    Config: configs/fpg/faster_rcnn_r50_fpg_crop640_50e_coco.py
    Metadata:
      Training Memory (GB): 20.0
      Epochs: 50
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 42.2
    Weights: https://download.openmmlab.com/mmdetection/v2.0/fpg/faster_rcnn_r50_fpg_crop640_50e_coco/faster_rcnn_r50_fpg_crop640_50e_coco-76220505.pth

  - Name: faster_rcnn_r50_fpg-chn128_crop640_50e_coco
    In Collection: Feature Pyramid Grids
    Config: configs/fpg/faster_rcnn_r50_fpg-chn128_crop640_50e_coco.py
    Metadata:
      Training Memory (GB): 11.9
      Epochs: 50
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 41.2
    Weights: https://download.openmmlab.com/mmdetection/v2.0/fpg/faster_rcnn_r50_fpg-chn128_crop640_50e_coco/faster_rcnn_r50_fpg-chn128_crop640_50e_coco-24257de9.pth

  - Name: mask_rcnn_r50_fpg_crop640_50e_coco
    In Collection: Feature Pyramid Grids
    Config: configs/fpg/mask_rcnn_r50_fpg_crop640_50e_coco.py
    Metadata:
      Training Memory (GB): 23.2
      Epochs: 50
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 42.7
      - Task: Instance Segmentation
        Dataset: COCO
        Metrics:
          mask AP:  37.8
    Weights: https://download.openmmlab.com/mmdetection/v2.0/fpg/mask_rcnn_r50_fpg_crop640_50e_coco/mask_rcnn_r50_fpg_crop640_50e_coco-c5860453.pth

  - Name: mask_rcnn_r50_fpg-chn128_crop640_50e_coco
    In Collection: Feature Pyramid Grids
    Config: configs/fpg/mask_rcnn_r50_fpg-chn128_crop640_50e_coco.py
    Metadata:
      Training Memory (GB): 15.3
      Epochs: 50
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 41.7
      - Task: Instance Segmentation
        Dataset: COCO
        Metrics:
          mask AP:  36.9
    Weights: https://download.openmmlab.com/mmdetection/v2.0/fpg/mask_rcnn_r50_fpg-chn128_crop640_50e_coco/mask_rcnn_r50_fpg-chn128_crop640_50e_coco-5c6ea10d.pth

  - Name: retinanet_r50_fpg_crop640_50e_coco
    In Collection: Feature Pyramid Grids
    Config: configs/fpg/retinanet_r50_fpg_crop640_50e_coco.py
    Metadata:
      Training Memory (GB): 20.8
      Epochs: 50
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 40.5
    Weights: https://download.openmmlab.com/mmdetection/v2.0/fpg/retinanet_r50_fpg_crop640_50e_coco/retinanet_r50_fpg_crop640_50e_coco-46fdd1c6.pth

  - Name: retinanet_r50_fpg-chn128_crop640_50e_coco
    In Collection: Feature Pyramid Grids
    Config: configs/fpg/retinanet_r50_fpg-chn128_crop640_50e_coco.py
    Metadata:
      Training Memory (GB): 19.9
      Epochs: 50
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 40.3
    Weights: https://download.openmmlab.com/mmdetection/v2.0/fpg/retinanet_r50_fpg-chn128_crop640_50e_coco/retinanet_r50_fpg-chn128_crop640_50e_coco-5cf33c76.pth