isl-org / isl-org/Open3D-ML

How to predict 3d box with PointPillars when point_cloud_range contains x<0

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Description

### Checklist

- [X] I have searched for [similar issues](https://github.com/isl-org/Open3D-ML/issues).
- [X] I have tested with the [latest development wheel](http://www.open3d.org/docs/latest/getting_started.html#development-version-pip).
- [X] I have checked the [release documentation](http://www.open3d.org/docs/release/) and the [latest documentation](http://www.open3d.org/docs/latest/) (for `master` branch).

### My Question

when i modify `pointpillars_kitti.yml` to the below. the result is error.
```yaml
model:
name: PointPillars
ckpt_path: # path/to/your/checkpoint

batcher: "ignore"

point_cloud_range: [-69.12, -39.68, -3, 69.12, 39.68, 1]
...
head:
in_channels: 384
feat_channels: 384
nms_pre: 100
score_thr: 0.1
ranges: [
[-70.4, -39.68, -0.6, 70.4, 39.68, -0.6],
[-70.4, -39.68, -0.6, 70.4, 39.68, -0.6],
[-70.4, -39.68, -1.78, 70.4, 39.68, -1.78]
]
...
augment:
PointShuffle: True
ObjectRangeFilter:
point_cloud_range: [-69.12, -39.68, -3, 69.12, 39.68, 1]
...
```

result like this:
image

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