https://github.com/andrewrgarcia/non-local-blocks

A new implementation of Non-local Blocks from Non-local Neural Networks (Wang et al. 2018). https://arxiv.org/abs/1711.07971
https://github.com/andrewrgarcia/non-local-blocks

convolutional-neural-networks keras neural-network non-local

Last synced: about 2 months ago
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A new implementation of Non-local Blocks from Non-local Neural Networks (Wang et al. 2018). https://arxiv.org/abs/1711.07971

• Host: GitHub
• URL: https://github.com/andrewrgarcia/non-local-blocks
• Owner: andrewrgarcia
• License: mit
• Created: 2024-07-01T23:32:12.000Z (11 months ago)
• Default Branch: main
• Last Pushed: 2024-07-03T01:04:50.000Z (11 months ago)
• Last Synced: 2025-03-27T15:56:14.968Z (about 2 months ago)
• Topics: convolutional-neural-networks, keras, neural-network, non-local
• Language: Python
• Homepage:
• Size: 52.7 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Non-Local Blocks from Non-Local Neural Networks

Implementations of [Non-local Neural Networks (Wang et al. 2018)](https://arxiv.org/abs/1711.07971).

![image](images/nlb.png)

## Versions 

```python

from nonlocals.keras import NonLocalBlock

```

[Keras Layer](https://github.com/andrewrgarcia/non-local-blocks/blob/main/nonlocals/keras/non_local.py)

```python

from nonlocals.torch import NonLocalBlock

```

[PyTorch Module](https://github.com/andrewrgarcia/non-local-blocks/blob/main/nonlocals/torch/non_local.py)