forked from open-mmlab/mmdetection
-
Notifications
You must be signed in to change notification settings - Fork 0
/
metafile.yml
70 lines (66 loc) · 2.38 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
Collections:
- Name: PanopticFPN
Metadata:
Training Data: COCO
Training Techniques:
- SGD with Momentum
- Weight Decay
Training Resources: 8x V100 GPUs
Architecture:
- PanopticFPN
Paper:
URL: https://arxiv.org/pdf/1901.02446
Title: 'Panoptic feature pyramid networks'
README: configs/panoptic_fpn/README.md
Code:
URL: https://github.com/open-mmlab/mmdetection/blob/v2.16.0/mmdet/models/detectors/panoptic_fpn.py#L7
Version: v2.16.0
Models:
- Name: panoptic_fpn_r50_fpn_1x_coco
In Collection: PanopticFPN
Config: configs/panoptic_fpn/panoptic_fpn_r50_fpn_1x_coco.py
Metadata:
Training Memory (GB): 4.6
Epochs: 12
Results:
- Task: Panoptic Segmentation
Dataset: COCO
Metrics:
PQ: 40.2
Weights: https://download.openmmlab.com/mmdetection/v2.0/panoptic_fpn/panoptic_fpn_r50_fpn_1x_coco/panoptic_fpn_r50_fpn_1x_coco_20210821_101153-9668fd13.pth
- Name: panoptic_fpn_r50_fpn_mstrain_3x_coco
In Collection: PanopticFPN
Config: configs/panoptic_fpn/panoptic_fpn_r50_fpn_mstrain_3x_coco.py
Metadata:
Training Memory (GB): 4.6
Epochs: 36
Results:
- Task: Panoptic Segmentation
Dataset: COCO
Metrics:
PQ: 42.5
Weights: https://download.openmmlab.com/mmdetection/v2.0/panoptic_fpn/panoptic_fpn_r50_fpn_mstrain_3x_coco/panoptic_fpn_r50_fpn_mstrain_3x_coco_20210824_171155-5650f98b.pth
- Name: panoptic_fpn_r101_fpn_1x_coco
In Collection: PanopticFPN
Config: configs/panoptic_fpn/panoptic_fpn_r101_fpn_1x_coco.py
Metadata:
Training Memory (GB): 6.5
Epochs: 12
Results:
- Task: Panoptic Segmentation
Dataset: COCO
Metrics:
PQ: 42.2
Weights: https://download.openmmlab.com/mmdetection/v2.0/panoptic_fpn/panoptic_fpn_r101_fpn_1x_coco/panoptic_fpn_r101_fpn_1x_coco_20210820_193950-ab9157a2.pth
- Name: panoptic_fpn_r101_fpn_mstrain_3x_coco
In Collection: PanopticFPN
Config: configs/panoptic_fpn/panoptic_fpn_r101_fpn_mstrain_3x_coco.py
Metadata:
Training Memory (GB): 6.5
Epochs: 36
Results:
- Task: Panoptic Segmentation
Dataset: COCO
Metrics:
PQ: 44.1
Weights: https://download.openmmlab.com/mmdetection/v2.0/panoptic_fpn/panoptic_fpn_r101_fpn_mstrain_3x_coco/panoptic_fpn_r101_fpn_mstrain_3x_coco_20210823_114712-9c99acc4.pth