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OpenDAS
OpenPCDet
Commits
5790deac
Unverified
Commit
5790deac
authored
Sep 05, 2022
by
Cedarch
Committed by
GitHub
Sep 05, 2022
Browse files
Merge branch 'open-mmlab:master' into master
parents
ae2dc0a7
d055350e
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README.md
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5790deac
...
@@ -9,6 +9,7 @@ It is also the official code release of [`[PointRCNN]`](https://arxiv.org/abs/18
...
@@ -9,6 +9,7 @@ It is also the official code release of [`[PointRCNN]`](https://arxiv.org/abs/18
**Highlights**
:
**Highlights**
:
*
`OpenPCDet`
has been updated to
`v0.6.0`
(Sep. 2022).
*
`OpenPCDet`
has been updated to
`v0.6.0`
(Sep. 2022).
*
The codes of PV-RCNN++ has been supported.
*
The codes of PV-RCNN++ has been supported.
*
The codes of MPPNet has been supported.
## Overview
## Overview
-
[
Changelog
](
#changelog
)
-
[
Changelog
](
#changelog
)
...
@@ -182,6 +183,11 @@ Here we also provide the performance of several models trained on the full train
...
@@ -182,6 +183,11 @@ Here we also provide the performance of several models trained on the full train
|
[
PV-RCNN (CenterHead)
](
tools/cfgs/waymo_models/pv_rcnn_with_centerhead_rpn.yaml
)
| 78.00/77.50 | 69.43/68.98 | 79.21/73.03 | 70.42/64.72 | 71.46/70.27 | 68.95/67.79 |
|
[
PV-RCNN (CenterHead)
](
tools/cfgs/waymo_models/pv_rcnn_with_centerhead_rpn.yaml
)
| 78.00/77.50 | 69.43/68.98 | 79.21/73.03 | 70.42/64.72 | 71.46/70.27 | 68.95/67.79 |
|
[
PV-RCNN++
](
tools/cfgs/waymo_models/pv_rcnn_plusplus.yaml
)
| 79.10/78.63 | 70.34/69.91 | 80.62/74.62 | 71.86/66.30 | 73.49/72.38 | 70.70/69.62 |
|
[
PV-RCNN++
](
tools/cfgs/waymo_models/pv_rcnn_plusplus.yaml
)
| 79.10/78.63 | 70.34/69.91 | 80.62/74.62 | 71.86/66.30 | 73.49/72.38 | 70.70/69.62 |
|
[
PV-RCNN++ (ResNet)
](
tools/cfgs/waymo_models/pv_rcnn_plusplus_resnet.yaml
)
| 79.25/78.78 | 70.61/70.18 | 81.83/76.28 | 73.17/68.00 | 73.72/72.66 | 71.21/70.19 |
|
[
PV-RCNN++ (ResNet)
](
tools/cfgs/waymo_models/pv_rcnn_plusplus_resnet.yaml
)
| 79.25/78.78 | 70.61/70.18 | 81.83/76.28 | 73.17/68.00 | 73.72/72.66 | 71.21/70.19 |
|
[
PV-RCNN++ (ResNet, 2 frames)
](
tools/cfgs/waymo_models/pv_rcnn_plusplus_resnet_2frames.yaml
)
| 80.17/79.70 | 72.14/71.70 | 83.48/80.42 | 75.54/72.61 | 74.63/73.75 | 72.35/71.50 |
|
[
MPPNet (4 frames)
](
docs/guidelines_of_approaches/mppnet.md
)
| 81.54/81.06 | 74.07/73.61 | 84.56/81.94 | 77.20/74.67 | 77.15/76.50 | 75.01/74.38 |
|
[
MPPNet (16 frames)
](
docs/guidelines_of_approaches/mppnet.md
)
| 82.74/82.28 | 75.41/74.96 | 84.69/82.25 | 77.43/75.06 | 77.28/76.66 | 75.13/74.52 |
...
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