https://github.com/taesiri/nftfoundation

Code for paper "Under the Skin of Foundation NFT Auctions"
https://github.com/taesiri/nftfoundation

nft nft-similarity similarity-search

Last synced: 5 months ago
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Code for paper "Under the Skin of Foundation NFT Auctions"

• Host: GitHub
• URL: https://github.com/taesiri/nftfoundation
• Owner: taesiri
• Created: 2021-08-05T20:18:59.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2023-10-05T16:48:05.000Z (about 2 years ago)
• Last Synced: 2025-03-10T20:31:46.249Z (7 months ago)
• Topics: nft, nft-similarity, similarity-search
• Language: Jupyter Notebook
• Homepage:
• Size: 73.8 MB
• Stars: 9
• Watchers: 2
• Forks: 4
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Code and Data for paper "Under the Skin of Foundation NFT Auctions"

[![arXiv](https://img.shields.io/badge/arXiv-2109.12321-b31b1b.svg?style=flat)](https://arxiv.org/abs/2109.12321)

[![DOI](https://zenodo.org/badge/393161479.svg)](https://zenodo.org/badge/latestdoi/393161479)

This repository contains collected data and codes for the paper "Under the Skin of Foundation NFT Auctions" [[arxiv](https://arxiv.org/abs/2109.12321)].

## NFT Images and their Embeddings

[Processed Data for Network Analysis](https://drive.google.com/file/d/1-pwI1h6tiCHMzRP63-FxrC1Eb3dQtRq1/view?usp=sharing)

[Images (Center cropped and resized to `224x224`)](https://drive.google.com/file/d/1uo1mXRRkXcrY1u1bkWj_aEsoW6M3L_7o/view?usp=sharing)

[ResNet101 Embeddings](https://drive.google.com/file/d/1teQni4MUIFxlmxnJQJGb2PmGf2GmQIZi/view?usp=sharing)

## Dependencies 

Check the official instructions [here](https://github.com/facebookresearch/faiss/blob/main/INSTALL.md), if you've encountered an issue while installing the FAISS library.

## Updates

### Jan 2nd, 2022

* Added code for network analysis

### Dec 30, 2021

* Added code for nearest neighbor search on NFT images