forked from open-mmlab/mmdetection
-
Notifications
You must be signed in to change notification settings - Fork 0
/
metafile.yml
69 lines (68 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
Collections:
- Name: Localization Distillation
Metadata:
Training Data: COCO
Training Techniques:
- Localization Distillation
- SGD with Momentum
- Weight Decay
Training Resources: 8x V100 GPUs
Architecture:
- FPN
- ResNet
Paper:
URL: https://arxiv.org/abs/2102.12252
Title: 'Localization Distillation for Dense Object Detection'
README: configs/ld/README.md
Code:
URL: https://github.com/open-mmlab/mmdetection/blob/v2.11.0/mmdet/models/dense_heads/ld_head.py#L11
Version: v2.11.0
Models:
- Name: ld_r18-gflv1-r101_fpn_1x_coco
In Collection: Localization Distillation
Config: configs/ld/ld_r18-gflv1-r101_fpn_1x_coco.py
Metadata:
Training Memory (GB): 1.8
Epochs: 12
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 36.5
Weights: https://download.openmmlab.com/mmdetection/v2.0/ld/ld_r18_gflv1_r101_fpn_coco_1x/ld_r18_gflv1_r101_fpn_coco_1x_20220702_062206-330e6332.pth
- Name: ld_r34-gflv1-r101_fpn_1x_coco
In Collection: Localization Distillation
Config: configs/ld/ld_r34-gflv1-r101_fpn_1x_coco.py
Metadata:
Training Memory (GB): 2.2
Epochs: 12
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 39.9
Weights: https://download.openmmlab.com/mmdetection/v2.0/ld/ld_r34_gflv1_r101_fpn_coco_1x/ld_r34_gflv1_r101_fpn_coco_1x_20220630_134007-9bc69413.pth
- Name: ld_r50-gflv1-r101_fpn_1x_coco
In Collection: Localization Distillation
Config: configs/ld/ld_r50-gflv1-r101_fpn_1x_coco.py
Metadata:
Training Memory (GB): 3.6
Epochs: 12
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 41.0
Weights: https://download.openmmlab.com/mmdetection/v2.0/ld/ld_r50_gflv1_r101_fpn_coco_1x/ld_r50_gflv1_r101_fpn_coco_1x_20220629_145355-8dc5bad8.pth
- Name: ld_r101-gflv1-r101-dcn_fpn_2x_coco
In Collection: Localization Distillation
Config: configs/ld/ld_r101-gflv1-r101-dcn_fpn_2x_coco.py
Metadata:
Training Memory (GB): 5.5
Epochs: 24
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 45.5
Weights: https://download.openmmlab.com/mmdetection/v2.0/ld/ld_r101_gflv1_r101dcn_fpn_coco_2x/ld_r101_gflv1_r101dcn_fpn_coco_2x_20220629_185920-9e658426.pth