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…
  ☆54Updated last month
• XiaoZhangYES / CognitionCapturer
  ☆14Updated last week
• littlepure2333 / MindBridge
  [CVPR 2024 Highlight] Official PyTorch implementation of "MindBridge: A Cross-Subject Brain Decoding Framework"
  ☆96Updated 3 months ago
• gongzix / NeuroClips
  Official code base for NeuroClips
  ☆88Updated 2 months ago
• ChiShengChen / MUSE_EEG
  The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.
  ☆30Updated last week
• XuanhaoLiu / EEG2Video
  NeurIPS 24, decoding video from EEG signals
  ☆66Updated last week
• Xiangtaokong / TGBD
  Toward Generalizing Visual Brain Decoding to Unseen Subjects
  ☆22Updated 5 months ago
• MichaelMaiii / AIGC-Brain
  Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy
  ☆85Updated 4 months ago
• weihaox / DREAM
  [WACV 2024] DREAM: Visual Decoding from Reversing Human Visual System
  ☆52Updated last year
• prajwalsingh / EEGStyleGAN-ADA
  Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]
  ☆40Updated last year
• dongyangli-del / EEG_Image_decode
  Using vision-language models to decode natural image perception from non-invasive brain recordings.
  ☆123Updated 2 months ago
• soinx0629 / vis_dec_neurips
  Official Implementation for NeurIPS'23 paper Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities
  ☆43Updated last year
• desa-lab / Perceptogram
  Reconstructing Visual Percepts from EEG
  ☆29Updated last month
• ReedOnePeck / MindDiffuser
  ☆72Updated 7 months ago
• weihaox / UMBRAE
  [ECCV 2024] UMBRAE: Unified Multimodal Brain Decoding | Unveiling the 'Dark Side' of Brain Modality
  ☆46Updated 7 months ago
• yorgoon / DiffE
  ☆27Updated 7 months ago
• NeuSpeech / MAD-MEG2text
  ☆20Updated 5 months ago
• JianxGao / MinD-3D
  ☆33Updated 2 months ago
• perceivelab / eeg_visual_classification
  ☆99Updated 4 years ago
• 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.…
  ☆142Updated 4 months ago
• Promise-Z5Q2SQ / EEG-ImageNet-Dataset
  ☆50Updated 6 months ago
• zengbohan0217 / CMVDM
  AAAI 2024-Controllable Mind Visual Diffusion Model
  ☆15Updated last year
• jingyanghuo / neuropictor
  [ECCV2024] Official PyTorch implementation of "NeuroPictor: Refining fMRI-to-Image Reconstruction via Multi-individual Pretraining and Mu…
  ☆19Updated 3 months ago
• bobwangPKU / EEG-Stimulus-Match-Mismatch
  Code to implement the model of No.2 in Task 1 of the Auditory EEG Challenge (ICASSP 2024)
  ☆13Updated last year
• prajwalsingh / EEG2Image
  EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]
  ☆83Updated last month
• NeuSpeech / NeuSpeech1
  Decode Neural signal as Speech
  ☆34Updated 6 months ago
• HaitaoWuTJU / Uncertainty-aware-Blur-Prior
  Uncertainty-aware Blur Prior on CVPR 2025
  ☆19Updated this week
• hamzaamrani / EEG-to-Text-Decoding
  ☆16Updated 8 months ago
• ncclab-sustech / EEG_Image_decode
  Using vision-language models to decode natural image perception from non-invasive brain recordings.
  ☆45Updated 5 months ago
• duanyiqun / DS-DDPM
  Implementation of Domain Specific Denoising Diffusion Probabilistic Models for Brain Dynamics/EEG Signals
  ☆55Updated last year