Volkan ÖzçelikJust added a catalog of all the images generated so far to Dream Diffusion » https://dreamdiffusion.ai/catalog/
Enjoy, and may the source be with you 🦄.
Volkan Özçelik 🦄Just added a catalog of all the images generated so far to Dream Diffusion » https://dreamdiffusion.ai/catalog/
Enjoy, and may the source be with you 🦄.
The vOICe vision BCI 🧠🇪🇺#DreamDiffusion: Generating high-quality images from brain EEG signals https://arxiv.org/abs/2306.16934 #BCI #NeuroTech
DreamDiffusion: Generating High-Quality Images from Brain EEG Signals
This paper introduces DreamDiffusion, a novel method for generating high-quality images directly from brain electroencephalogram (EEG) signals, without the need to translate thoughts into text. DreamDiffusion leverages pre-trained text-to-image models and employs temporal masked signal modeling to pre-train the EEG encoder for effective and robust EEG representations. Additionally, the method further leverages the CLIP image encoder to provide extra supervision to better align EEG, text, and image embeddings with limited EEG-image pairs. Overall, the proposed method overcomes the challenges of using EEG signals for image generation, such as noise, limited information, and individual differences, and achieves promising results. Quantitative and qualitative results demonstrate the effectiveness of the proposed method as a significant step towards portable and low-cost ``thoughts-to-image'', with potential applications in neuroscience and computer vision.
sorcerer86Same input prompt:
„Harbor of Sydney, Year 1880, fotorealistic, hyper detailed“
Nicolas
charlie schwartz
Kadin"AI-generated photos of Macy’s Thanksgiving Parade" is not what I thought would make me laugh in horror hardest today, but, well:
https://imgur.io/gallery/KnsemzG
#machinelearning #dreamdiffusion