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loicland / superpoint_graph

Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs
MIT License
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Can you share the ScanNet code? #238

Closed minkyujeon closed 1 year ago

minkyujeon commented 3 years ago

Hello, I highly appreciate you for sharing the code.

I wonder if you can upload the code about 'ScanNet' dataset.

Thank you :)

loicland commented 3 years ago

Hi,

I haven't got the chance to adapt the code to scannet yet sorry.

loicland commented 1 year ago

Hi!

We are releasing a new version of SuperPoint Graph called SuperPoint Transformer (SPT). It is better in any way:

✨ SPT in numbers ✨
📊 SOTA results: 76.0 mIoU S3DIS 6-Fold, 63.5 mIoU on KITTI-360 Val, 79.6 mIoU on DALES
🦋 212k parameters only!
⚡ Trains on S3DIS in 3h on 1 GPU
⚡ Preprocessing is x7 faster than SPG!
🚀 Easy install (no more boost!)

If you are interested in lightweight, high-performance 3D deep learning, you should check it out. In the meantime, we will finally retire SPG and stop maintaining this repo.