metafile.yml
2.43 KB
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
Collections:
- Name: Open Images Dataset
Paper:
URL: https://arxiv.org/abs/1811.00982
Title: 'The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale'
README: configs/openimages/README.md
Code:
URL: https://github.com/open-mmlab/mmdetection/blob/v2.20.0/mmdet/datasets/openimages.py#L21
Version: v2.20.0
Models:
- Name: faster_rcnn_r50_fpn_32x2_1x_openimages
In Collection: Open Images Dataset
Config: configs/openimages/faster_rcnn_r50_fpn_32x2_1x_openimages.py
Metadata:
Training Memory (GB): 7.7
Epochs: 12
Results:
- Task: Object Detection
Dataset: Open Images v6
Metrics:
box AP: 51.6
Weights: https://download.openmmlab.com/mmdetection/v2.0/openimages/faster_rcnn_r50_fpn_32x2_1x_openimages/faster_rcnn_r50_fpn_32x2_1x_openimages_20211130_231159-e87ab7ce.pth
- Name: retinanet_r50_fpn_32x2_1x_openimages
In Collection: Open Images Dataset
Config: configs/openimages/retinanet_r50_fpn_32x2_1x_openimages.py
Metadata:
Training Memory (GB): 6.6
Epochs: 12
Results:
- Task: Object Detection
Dataset: Open Images v6
Metrics:
box AP: 61.5
Weights: https://download.openmmlab.com/mmdetection/v2.0/openimages/retinanet_r50_fpn_32x2_1x_openimages/retinanet_r50_fpn_32x2_1x_openimages_20211223_071954-d2ae5462.pth
- Name: ssd300_32x8_36e_openimages
In Collection: Open Images Dataset
Config: configs/openimages/ssd300_32x8_36e_openimages
Metadata:
Training Memory (GB): 10.8
Epochs: 12
Results:
- Task: Object Detection
Dataset: Open Images v6
Metrics:
box AP: 35.4
Weights: https://download.openmmlab.com/mmdetection/v2.0/openimages/ssd300_32x8_36e_openimages/ssd300_32x8_36e_openimages_20211224_000232-dce93846.pth
- Name: faster_rcnn_r50_fpn_32x2_1x_openimages_challenge
In Collection: Open Images Dataset
Config: configs/openimages/faster_rcnn_r50_fpn_32x2_1x_openimages_challenge.py
Metadata:
Training Memory (GB): 7.7
Epochs: 12
Results:
- Task: Object Detection
Dataset: Open Images Challenge 2019W
Metrics:
box AP: 54.5
Weights: https://download.openmmlab.com/mmdetection/v2.0/openimages/faster_rcnn_r50_fpn_32x2_1x_openimages_challenge/faster_rcnn_r50_fpn_32x2_1x_openimages_challenge_20211229_071252-46380cde.pth