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An interface for generating art images from neural data compatible with Emotiv Epoch X (14 channels) headset

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Welcome to Neural Art

An interface for generating art images from neural data compatible with Emotiv Epoch X 14 channels headset.

Generate Art Directly From Brain Data

Brain on Art

Demo

EEG Art Demo

AI Model Architecture

Training EEG representation

More than 1k data samples from Emotiv Epoch X are used to represent latent spaces of EEG signal.

Fine-Tunning Stable Diffusion with CLIP

Image generation from EEG data is trained on amazingly curated art images experiments, pipeline for processing raw EEG data can be checked here: https://github.com/bobergsatoko/neural-art/blob/main/docs/technical.md#eeg-data.

Preliminary Results

Requirements

  • Emotiv Pro License.
  • Docker & 16GB of GPU RAM.

Compatible Headsets

Emotiv Epoch X (14 channels).

No headset?

You can use Emotiv Simualted Device to generate fake signal. But, you might still have to pay license to export.

Checkpoints

Checkpoint for the fine-tuned model can be found here

Credits

Art

Credits for art pictures go to: https://github.com/sai-42

AI Architecture

Credits for AI architecture go to: https://github.com/bbaaii/DreamDiffusion/tree/main

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An interface for generating art images from neural data compatible with Emotiv Epoch X (14 channels) headset

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