SMPLVERSE

frontend

• address bob
• bob has a mint token
• bob approves an image
• bob sends tx [userImagehash, tokenId]
• if tx reverts - alert exception, otherwise continue by sending below to server
• allow the user to download their image upload?

HTTP/1.1 POST
{
  address
  tokenId
  image
}

server

• stores the smpls representations
• retrieve the tx details
• save the uploaded image only till the smpl is assigned
• assert that:
  • postRequest.uploadedImageHash == tx.uploadedImageHash
  • postRequest.tokenId == tx.tokenId
  • !postRequest.tokenId doesnt have a smpl assigned
• perform match
• assign smplId to tokenId in our mapping
• make smpl public under given tokenId (metadata api)

the user can now see their smpl on opensea/metamask, and the contract is storing the hash of an image sent

Contents

• Algorithm
• Models
• Workflow
• Tech Stack
• Stack

Usage

main.py [-h] [--headless] [--model MODEL] [--dataset DATASET]
        [--make-embeddings]

Runs the matcher on chosen dataset against smplverse pieces

optional arguments:
  -h, --help         show this help message and exit
  --headless         include flag to skip displaying the images
  --model MODEL      the model to use, either resnet100 or vggface2
  --dataset DATASET  ibug_faces or famous_people
  --make-embeddings  include to create embeddings with the given model