Alternatives and similar repositories for GWIT

Users that are interested in GWIT are comparing it to the libraries listed below

• RomGai / BrainVis
  Official code repository for the ICASSP 2025 paper: "BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruc…
  ☆60Updated last week
• XiaoZhangYES / CognitionCapturer
  ☆24Updated 2 months ago
• XuanhaoLiu / EEG2Video
  NeurIPS 24, decoding video from EEG signals
  ☆83Updated 2 months ago
• MichaelMaiii / AIGC-Brain
  Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy
  ☆93Updated 7 months ago
• prajwalsingh / EEGStyleGAN-ADA
  Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]
  ☆44Updated last year
• prajwalsingh / EEG2Image
  EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]
  ☆87Updated 4 months ago
• dongyangli-del / EEG_Image_decode
  Using vision-language models to decode natural image perception from non-invasive brain recordings.
  ☆146Updated 2 weeks ago
• perceivelab / eeg_visual_classification
  ☆105Updated 4 years ago
• desa-lab / Perceptogram
  Reconstructing Visual Percepts from EEG
  ☆32Updated 2 months ago
• ChiShengChen / MUSE_EEG
  The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.
  ☆36Updated 3 months ago
• Xiangtaokong / TGBD
  Toward Generalizing Visual Brain Decoding to Unseen Subjects
  ☆25Updated 2 months ago
• weihaox / UMBRAE
  [ECCV 2024] UMBRAE: Unified Multimodal Brain Decoding | Unveiling the 'Dark Side' of Brain Modality
  ☆49Updated 10 months ago
• HaitaoWuTJU / Uncertainty-aware-Blur-Prior
  Uncertainty-aware Blur Prior on CVPR 2025
  ☆45Updated this week
• littlepure2333 / MindBridge
  [CVPR 2024 Highlight] Official PyTorch implementation of "MindBridge: A Cross-Subject Brain Decoding Framework"
  ☆102Updated 6 months ago
• weihaox / DREAM
  [WACV 2024] DREAM: Visual Decoding from Reversing Human Visual System
  ☆55Updated last year
• ReedOnePeck / MindAnimator
  ☆35Updated 3 months ago
• gongzix / NeuroClips
  Official code base for NeuroClips
  ☆91Updated last month
• eeyhsong / NICE-EEG
  [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…
  ☆159Updated 7 months ago
• ptirupat / ThoughtViz
  Implementation for the paper https://dl.acm.org/citation.cfm?doid=3240508.3240641
  ☆53Updated last year
• ReedOnePeck / MindDiffuser
  ☆74Updated 10 months ago
• bbaaii / DreamDiffusion
  Implementation of “DreamDiffusion: Generating High-Quality Images from Brain EEG Signals”
  ☆563Updated last year
• gzq17 / neuro-3D
  ☆25Updated 3 months ago
• Promise-Z5Q2SQ / EEG-ImageNet-Dataset
  ☆49Updated 2 months ago
• yorgoon / DiffE
  ☆27Updated 9 months ago
• ozcelikfu / brain-diffuser
  Official repository for the paper "Brain-Diffuser: Natural scene reconstruction from fMRI signals using generative latent diffusion" by F…
  ☆130Updated 2 years ago
• duanyiqun / DS-DDPM
  Implementation of Domain Specific Denoising Diffusion Probabilistic Models for Brain Dynamics/EEG Signals
  ☆56Updated last year
• soinx0629 / vis_dec_neurips
  Official Implementation for NeurIPS'23 paper Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities
  ☆44Updated last year
• ncclab-sustech / EEG_Image_decode
  Using vision-language models to decode natural image perception from non-invasive brain recordings.
  ☆60Updated 2 weeks ago
• hamzaamrani / EEG-to-Text-Decoding
  ☆20Updated 11 months ago
• ncclab-sustech / CoCoG
  ☆10Updated 8 months ago