https://github.com/isaaccorley/simpleview-pytorch

PyTorch implementation of SimpleView from "Revisiting Point Cloud Classification with a Simple and Effective Baseline", Goyal et al. (2020)
https://github.com/isaaccorley/simpleview-pytorch

3d-vision artificial-intelligence deep-learning point-cloud-classification point-clouds pytorch

Last synced: about 2 months ago
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PyTorch implementation of SimpleView from "Revisiting Point Cloud Classification with a Simple and Effective Baseline", Goyal et al. (2020)

• Host: GitHub
• URL: https://github.com/isaaccorley/simpleview-pytorch
• Owner: isaaccorley
• License: mit
• Created: 2021-04-01T03:26:55.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2021-04-01T03:45:28.000Z (over 3 years ago)
• Last Synced: 2024-07-21T22:34:57.124Z (2 months ago)
• Topics: 3d-vision, artificial-intelligence, deep-learning, point-cloud-classification, point-clouds, pytorch
• Language: Python
• Homepage:
• Size: 77.1 KB
• Stars: 14
• Watchers: 2
• Forks: 2
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# simpleview-pytorch

PyTorch implementation of SimpleView from ["Revisiting Point Cloud Classification with a Simple and Effective Baseline"](https://openreview.net/forum?id=XwATtbX3oCz)



## Usage

```python

import torch

from simpleview_pytorch import SimpleView

model = SimpleView(

    num_views=6,

    num_classes=10

)

# depth 'images' generated from n views of point cloud

# [bs, n, c, h, w]

views = torch.randn(1, 6, 1, 128, 128)

model(views) # (1, 10)

```