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Unverified Commit 11f06564 authored by Neil You's avatar Neil You Committed by GitHub
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Update README.md

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......@@ -13,11 +13,11 @@ Change which method to use in `config/config.yaml` and run
python train.py
```
### Results
Using Adam with learning rate 1e-3, decay 0.3 for every 50 epochs, train for 200 epochs; data augmentation follows [this repo](https://github.com/yanx27/Pointnet_Pointnet2_pytorch). We have the following result:
Using Adam with learning rate decay 0.3 for every 50 epochs, train for 200 epochs; data augmentation follows [this repo](https://github.com/yanx27/Pointnet_Pointnet2_pytorch). For Hengshuang and Nico, initial LR is 1e-3 (maybe fine-tuned later); for Menghao, initial LR is 1e-4, as suggested by the [author](https://github.com/MenghaoGuo). ModelNet40 classification results (instance average) are listed below:
| Model | Accuracy |
|--|--|
| Hengshuang | 89.6|
| Menghao | 71.6 |
| Menghao | 92.6 |
| Nico | 85.5 |
### Miscellaneous
......
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