An interface for generating art images from neural data compatible with Emotiv Epoch X 14 channels headset.
More than 1k data samples from Emotiv Epoch X are used to represent latent spaces of EEG signal.
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.
- Emotiv Pro License.
- Docker & 16GB of GPU RAM.
Emotiv Epoch X (14 channels).
You can use Emotiv Simualted Device to generate fake signal. But, you might still have to pay license to export.
Checkpoint for the fine-tuned model can be found here
Credits for art pictures go to: https://github.com/sai-42
Credits for AI architecture go to: https://github.com/bbaaii/DreamDiffusion/tree/main