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zhijian-liu authored Jul 11, 2024
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* **(2020/9)** We release the baseline training code for SPVCNN and MinkowskiNet.
* **(2020/8)** Please check out our ECCV 2020 tutorial on [AutoML for Efficient 3D Deep Learning](https://www.youtube.com/watch?v=zzJR07LMXxs), which summarizes the algorithm in this codebase.
* **(2020/7)** SPVNAS achieves state-of-the-art performance on the SemanticKITTI [leaderboard](http://semantic-kitti.org/tasks.html#semseg) and outperforms [MinkowskiNet](https://arxiv.org/abs/1904.08755) with **3x speedup, 8x MACs reduction**.
* **(2020/7)** SPVNAS achieves the state-of-the-art performance on the SemanticKITTI [leaderboard](http://semantic-kitti.org/tasks.html#semseg).
* **(2020/7)** Our paper is accepted to ECCV 2020.

## Usage
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