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669881e4
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669881e4
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Jul 28, 2020
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Shaoshuai Shi
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@@ -85,13 +85,13 @@ All models are trained with 8 GTX 1080Ti GPUs and are available for download.
...
@@ -85,13 +85,13 @@ All models are trained with 8 GTX 1080Ti GPUs and are available for download.
| | training time | Car | Pedestrian | Cyclist | download |
| | training time | Car | Pedestrian | Cyclist | download |
|---------------------------------------------|----------:|:-------:|:-------:|:-------:|:---------:|
|---------------------------------------------|----------:|:-------:|:-------:|:-------:|:---------:|
|
[
PointPillar
](
tools/cfgs/kitti_models/pointpillar.yaml
)
|~
95 min
s| 77.28 | 52.29 | 62.68 |
[
model-18M
](
https://drive.google.com/file/d/1wMxWTpU1qUoY3DsCH31WJmvJxcjFXKlm/view?usp=sharing
)
|
|
[
PointPillar
](
tools/cfgs/kitti_models/pointpillar.yaml
)
|~
1.5 hour
s| 77.28 | 52.29 | 62.68 |
[
model-18M
](
https://drive.google.com/file/d/1wMxWTpU1qUoY3DsCH31WJmvJxcjFXKlm/view?usp=sharing
)
|
|
[
SECOND
](
tools/cfgs/kitti_models/second.yaml
)
| ~2 hours | 78.62 | 52.98 | 67.15 |
[
model-20M
](
https://drive.google.com/file/d/1-01zsPOsqanZQqIIyy7FpNXStL3y4jdR/view?usp=sharing
)
|
|
[
SECOND
](
tools/cfgs/kitti_models/second.yaml
)
| ~2 hours | 78.62 | 52.98 | 67.15 |
[
model-20M
](
https://drive.google.com/file/d/1-01zsPOsqanZQqIIyy7FpNXStL3y4jdR/view?usp=sharing
)
|
|
[
PointRCNN
](
tools/cfgs/kitti_models/pointrcnn.yaml
)
| ~3 hours | 78.70 |
- | -
| ongoing|
|
[
PointRCNN
](
tools/cfgs/kitti_models/pointrcnn.yaml
)
| ~3 hours | 78.70 |
54.41 | 72.11
| ongoing|
|
[
PointRCNN-IoU
](
tools/cfgs/kitti_models/pointrcnn_iou.yaml
)
| ~3 hours | 78.
90
| 5
4.6
2 | 71.
52
|
[
model-
](
)|
|
[
PointRCNN-IoU
](
tools/cfgs/kitti_models/pointrcnn_iou.yaml
)
| ~3 hours | 78.
75
| 5
8.3
2 | 71.
34
|
[
model-
](
)|
|
[
Part-A^2-Free
](
tools/cfgs/kitti_models/PartA2_free.yaml
)
| ~4 hours| 78.72 | 65.99 | 74.29 |
[
model-
](
https://drive.google.com/file/d/10GK1aCkLqxGNeX3lVu8cLZyE0G8002hY/view?usp=sharing
)
|
|
[
Part-A^2-Free
](
tools/cfgs/kitti_models/PartA2_free.yaml
)
| ~4 hours| 78.72 | 65.99 | 74.29 |
[
model-
](
https://drive.google.com/file/d/10GK1aCkLqxGNeX3lVu8cLZyE0G8002hY/view?usp=sharing
)
|
|
[
Part-A^2-Anchor
](
tools/cfgs/kitti_models/PartA2.yaml
)
| ~5 hours| 79.40 |
- | -
|
[
model-244M
](
https://drive.google.com/file/d/10GK1aCkLqxGNeX3lVu8cLZyE0G8002hY/view?usp=sharing
)
|
|
[
Part-A^2-Anchor
](
tools/cfgs/kitti_models/PartA2.yaml
)
| ~5 hours| 79.40 |
60.05 | 69.90
|
[
model-244M
](
https://drive.google.com/file/d/10GK1aCkLqxGNeX3lVu8cLZyE0G8002hY/view?usp=sharing
)
|
|
[
PV-RCNN
](
tools/cfgs/kitti_models/pv_rcnn.yaml
)
| ~6 hours| 83.6
9
| 5
4.49
|
69
.47 |
[
model-50M
](
https://drive.google.com/file/d/1lIOq4Hxr0W3qsX83ilQv0nk1Cls6KAr-/view?usp=sharing
)
|
|
[
PV-RCNN
](
tools/cfgs/kitti_models/pv_rcnn.yaml
)
| ~6 hours| 83.6
1
| 5
7.90
|
70
.47 |
[
model-50M
](
https://drive.google.com/file/d/1lIOq4Hxr0W3qsX83ilQv0nk1Cls6KAr-/view?usp=sharing
)
|
### NuScenes 3D Object Detection Baselines
### NuScenes 3D Object Detection Baselines
All models are trained with 8 GTX 1080Ti GPUs and are available for download.
All models are trained with 8 GTX 1080Ti GPUs and are available for download.
...
...
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