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PTv3-ARKit-LabelMaker
labelmaker/PTv3-ARKit-LabelMaker
PTv3-ARKit-LabelMaker is a machine learning model from labelmaker. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
1. Please check out out project page labelmaker.org. 😁 2. The major dataset is here and the processing code and preprocessed dataset for PTv3 is here. 3. Training log tensorboard link
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Public
Updated Mar 18, 2025
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11 GB
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At a glance
- License
- mit
- Access
- Public
- Created
- Mar 18, 2025
- Updated
- Mar 18, 2025
- SHA
- 0653c81a
Base models
Model card
From the Hugging Face model README
Models Trained with ARKit LabelMaker
- Please check out out project page labelmaker.org. 😁
- The major dataset is here and the processing code and preprocessed dataset for PTv3 is here.
- Training log tensorboard link
- We made some modification on Pointcept. You can also download per-experiment code base in each experiment folder.
1. 3D Semantic Segmentation
Model: PointTransformer V3 + PPT. Additional dataset: ScanNet++, Structured3D.
| Task | ScanNet | ScanNet200 | ScanNet mIoU | ScanNet200 mIoU | ckpt | config | folder |
|---|---|---|---|---|---|---|---|
| Eval ScanNet on val | train | train + val | 79.1 | - | link | link | link |
| Eval ScanNet200 on val | train + val | train | - | 37.5 | link | link | link |
| Eval on both on test | train + val | train + val | 79.8 | 41.4 | link | link | link |
2. 3D Instance Segmentation
Pre-trained model checkpoints: PointTransformer V3 + PPT. Training dataset: ScanNet/ScanNet200 training split.
- License
- mit
- Created
- Mar 18, 2025
- Updated
- Mar 18, 2025