Birdylx

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@JaydencoolCC Hi, here is my discovery about the randomness. It seems like the shuffle operation in `sample_points` method over here: [https://github.com/yifanzhang713/IA-SSD/blob/67db5159260474c9afb2e34261e1fc95f56107b5/pcdet/datasets/processor/data_processor.py#L215](https://github.com/yifanzhang713/IA-SSD/blob/67db5159260474c9afb2e34261e1fc95f56107b5/pcdet/datasets/processor/data_processor.py#L215) if you set numpy with fixed seed, you might...

@itskyf thanks for your quick replay!

hi @itskyf , I got a question about the backbone you used in your code. The paper mentioned that you used three `SA layer` and sampled 512 points in Appendix,...

@helloyizhengjun Hi, Paddle3D当前支持nuScenes数据集,是可以直接使用的,为何有转换kitti的需求?

@Skye2099 当前Paddle3D主要聚焦于自动驾驶感知,目前不支持ShapNet数据集,我们会评估下是否加入。当然,你可以参考[这里](https://github.com/PaddlePaddle/Paddle3D/blob/develop/paddle3d/datasets/semantic_kitti/semantic_kitti_seg.py)实现自定义的Dataset

@zyxcambridge Hi, the demo gif is from waymo train set. We just simply draw the gt on point cloud & camera image, you can refer [here](https://github.com/waymo-research/waymo-open-dataset/blob/master/tutorial/tutorial_camera_only.ipynb) for visualization. It's just...

> so the result gif is from gt not predict? Exactly, it's just a gt visualization gif demo. We will add visualization capabilities in the future, please stay tuned.

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