NES.TECH Documentation
  • 👋Welcome to NES.TECH
  • Overview
    • 💡What we do
  • SDKs Guide
    • 📪Kickstart with our SDKs
    • ⛓️Blockchain SDKs
      • 📌Solana SDK
        • ⛏️generateAccount
        • ⛏️getAccountFromSecretKey
        • ⛏️getBalance
        • ⛏️sendSOL
        • ⛏️mintNFT
        • ⛏️estimateTransferToken
        • ⛏️estimateMint
        • ⛏️estimateSOLTransfer
        • ⛏️estimateMintToken
        • ⛏️createToken
        • ⛏️transferToken
      • 📌EVM Chains SDK
        • ⛏️BulkNFT
          • 🔗deployContract
          • 🔗bulkMint
        • ⛏️NFT
          • 🔗deployContract
          • 🔗mint
          • 🔗convertToVLRY
          • 🔗VLRYToUSD
          • 🔗VLRYToCRYPTO
          • 🔗transferOwnership
          • 🔗transfer
          • 🔗estimateFee
            • 📌ERC20
              • ⛏️deploy
              • ⛏️mint
              • ⛏️transfer
            • 📌ERC721
              • ⛏️deploy
              • ⛏️mint
              • ⛏️transfer
            • 📌ERC1155
              • ⛏️deploy
              • ⛏️mint
              • ⛏️transfer
            • 📌Soulbound
              • ⛏️deploy
              • ⛏️mint
        • ⛏️Contracts
          • 🔗ERC20
            • 📌deployContract
            • 📌transfer
            • 📌mint
          • 🔗ERC721
            • 📌deployContract
            • 📌transfer
            • 📌mint
            • 📌approve
          • 🔗ERC1155
            • 📌deployContract
            • 📌transfer
            • 📌mint
            • 📌balanceOf
          • 🔗Soulbound
            • 📌deployContract
        • ⛏️Wallet
          • 🔗getBalance
          • 🔗sendEther
          • 🔗depositEther
          • 🔗checkIfAddress
        • ⛏️NFTMarketPlace
          • 🔗listNFT
          • 🔗buyNFT
          • 🔗getNFT
          • 🔗placeBid
          • 🔗transferNFT
        • ⛏️BlockchainInfo
          • 🔗availableBlockchains
          • 🔗availableContracts
      • 📌Tokenomics SDK
        • ⛏️createStake
        • ⛏️removeStake
        • ⛏️approveVolary
        • ⛏️transferVolary
        • ⛏️getBalance
        • ⛏️claimRewards
        • ⛏️addRewards
        • ⛏️swapVlry
        • ⛏️getSwapAmountVolary
      • 📌Storage SDK
        • ⛏️uploadToIPFS
        • ⛏️fetchMetadata
      • 📌Casper SDK
        • ⛏️generateWallet
        • ⛏️fetchWalletFromPrivateKey
        • ⛏️fetchAccountHash
        • ⛏️getBalance
        • ⛏️transferTokens
        • ⛏️deployNFTContract
        • ⛏️mintNFT
        • ⛏️mintFreeNFT
        • ⛏️checkNFT
        • ⛏️approveSale
        • ⛏️transferNFT
        • ⛏️getNftOwner
        • ⛏️bid
        • ⛏️startBidding
        • ⛏️closeBidding
        • ⛏️cancelAuction
        • ⛏️getUserData
        • ⛏️getNftInfo
        • ⛏️getContractDetails
        • ⛏️getWalletDetails
        • ⛏️checkPublicKey
        • ⛏️getAllAuctionNft
        • ⛏️transferWithRoyalty
        • ⛏️getPaymentAmounts
        • ⛏️transferPlaceBidAmount
      • 📌XY-Finance SDK
        • ⛏️getRecommendedTokens
        • ⛏️getQuote
        • ⛏️approveSwap
        • ⛏️executeSwap
      • 📌Wallet SDK
        • ⛏️createWallet
        • ⛏️getKeys
          • 🔗btc
          • 🔗evm
          • 🔗sol
          • 🔗near
        • ⛏️transfer
          • 🔗evm
          • 🔗sol
          • 🔗btc
          • 🔗near
        • ⛏️estimateFee
          • 🔗evm
          • 🔗sol
        • ⛏️txStatus
          • 🔗evm
          • 🔗sol
          • 🔗near
        • ⛏️getBalanceByMnemonic
          • 🔗evm
          • 🔗sol
          • 🔗btc
          • 🔗near
        • ⛏️chainBalances
          • 🔗evm
          • 🔗sol
        • ⛏️testChainBalances
        • ⛏️getTotalBalanceInUSDByAddresArray
          • 🔗evm
          • 🔗sol
        • ⛏️isAddress
          • 🔗evm
          • 🔗sol
        • ⛏️isPrivateKey
          • 🔗evm
          • 🔗sol
        • ⛏️isMnemonic
          • 🔗evm
      • 📌Explorer SDK
        • ⛏️getLatestTxsOfAddress
        • ⛏️getLatestTxs
        • ⛏️getTransferFromAddress
    • 🤖AI Guide
      • 📌Overview
      • 📌Face Recognition
        • ⛏️faceRecoRegisterUser
        • ⛏️faceRecoCompareFaceWithId
        • ⛏️faceRecoCompareFaceWithFace
      • 📌Check Toxicity
        • ⛏️checkToxicityImage
        • ⛏️checToxicityTest
      • 📌Caption and Tag Generator
        • ⛏️generateCaptionAndTagsFromImage
      • 📌Stable Diffusion
        • ⛏️stableDiffusionGenerateImage
      • 📌Image Similarity
        • ⛏️imageSimilarityTrain
        • ⛏️imageSimilarityTest
  • Template Library
    • 🛠️Get Started
    • 🕵️Technical Overview
    • 👷Smart Contracts
      • 📌ERC721
      • 📌ERC721A
      • 📌ERC1155
      • 📌Soulbound
      • 📌ERC6551
        • 📌Account
        • 📌Registry
      • 📌Fractional
      • 📌BiDirectionalPaymentChannel
      • 📌Swap
      • 📌ERC2981
      • 📌Flashloans
      • 📌Vault
      • 📌ERC884
      • 📌Play To Earn Contract
      • 📌Escrow
      • 📌UpgradableNFTContract
    • ⚖️Templates Library
      • 🥇Music Tracks/Album
      • 🥇Loyalty Point System
      • 🥇Real Estate Ownership
      • 🥇Artwork Authentication
      • 🥇Crowdfunding Platform
      • 🥇Social Tokens
      • 🥇Food and Recipe
      • 🥇Scientific Research
      • 🥇Educational Certification
      • 🥇Trading Cards
      • 🥇Digital Fashion
      • 🥇Bulk Digital Fashion
      • 🥇Governance Token
      • 🥇Content Licenses
      • 🥇Membership Cards
      • 🥇Bulk Membership Cards
      • 🥇Artifacts
      • 🥇Debt Instruments
      • 🥇Bulk Debt Instruments
      • 🥇Profit Sharing
      • 🥇Digital Souvenirs
      • 🥇Fractional Ownership of Intellectual Property
      • 🥇Digital Autographs and Signature
      • 🥇Bulk Digital Autographs and Signature
      • 🥇Film and Media Rights
      • 🥇Bulk Film and Media Rights
      • 🥇Sports Achievements
      • 🥇Bulk Sports Achievements
      • 🥇Digital Comics and Graphic Novels
      • 🥇Bulk Digital Comics and Graphic Novels
      • 🥇Proposals and Voting
      • 🥇Music Royalties
      • 🥇Gaming Royalties
      • 🥇Art Token Aggregation
      • 🥇Medical Token Aggregation
      • 🥇Charity Token Aggregation
      • 🥇Travel Token Aggregation
      • 🥇Time-Limited Access Tokens
      • 🥇Virtual Art Exhibition
  • KRYPTOKASE
    • 🛠️KryptoKase: Overview
    • 🕵️Technical Overview
    • 👷Functionalities
      • 📌Create Token
      • 📌Mint Token
      • 📌Transfer Tokens
      • 📌Airdrop Token
      • 📌Schedule Vesting
      • 📌Token Analytics
  • AERIE
    • 🏆Introduction
      • 📌Overview
      • 📌Use Cases
    • 📖User Guide
      • 📌Dashboard
      • 📌Managing Assets
        • 🔗Creating Assets
      • 📌Wallet Management
        • 🔗Overview
      • 📌Client Management
        • 🔗Adding Client
        • 🔗Managing Members
      • 📌Invoice Management
        • 🔗Managing Tickets
    • 📌Features
      • 🔗AI Image Generation
      • 🔗Portfolio Management
      • 🔗CDN Analytics
  • ROMULUS
    • Contracts
      • Dynamic NFT
      • Rental NFT
      • ERC 998
      • Fractional NFT
  • Layer 1
    • 🗡️DAG-EVM Hybrid Layer 1
    • ⛓️Setting up an RPC/RO Node
    • 👾Node Functions
      • 📍ftm.call()
      • 📍ftm.chainId()
      • 📍ftm.contract()
      • 📍ftm.currentEpoch()
      • 📍ftm.estimateGas()
      • 📍ftm.feeHistory()
      • 📍ftm.fillTransaction()
      • 📍ftm.filter()
      • 📍ftm.getAccounts()
      • 📍ftm.getBalance()
      • 📍ftm.getBlock()
      • 📍ftm.getBlockByHash()
      • 📍ftm.getBlockByNumber()
      • 📍ftm.getBlockNumber()
      • 📍ftm.getBlockTransactionCount()
      • 📍ftm.getBlockUncleCount()
      • 📍ftm.getCode()
      • 📍ftm.getCoinbase()
      • 📍ftm.getCompilers()
      • 📍ftm.getEvent()
      • 📍ftm.getGasPrice()
      • 📍ftm.getHashrate()
      • 📍ftm.getHeaderByHash()
      • 📍ftm.getHeaderByNumber()
      • 📍ftm.getHeads()
      • 📍ftm.getMaxPriorityFeePerGas()
      • 📍ftm.getPendingTransactions()
      • 📍ftm.getProof()
      • 📍ftm.getProtocolVersion()
      • 📍ftm.getStorageAt()
      • 📍ftm.getTransaction()
      • 📍ftm.getTransactionCount()
      • 📍ftm.getTransactionReceipt()
      • 📍ftm.icapNamereg()
      • 📍ftm.isSyncing()
      • 📍ftm.namereg()
      • 📍ftm.sendRawTransaction()
      • 📍ftm.signTransaction()
    • 🎫Admin Node Functions
      • 📍admin.addPeer()
      • 📍admin.addTrustedPeer()
      • 📍admin.exportChain()
      • 📍admin.getNodeInfo()
      • 📍admin.getPeers()
      • 📍admin.importChain()
      • 📍admin.removePeer()
      • 📍admin.removeTrustedPeer()
      • 📍admin.startHTTP()
      • 📍admin.startWS()
      • 📍admin.stopHTTP()
      • 📍admin.stopWS()
    • 📄Oracle Contracts
      • 📌Traffic Feed Contract
      • 📌Air Quality Feed Contract
      • 📌Football Player Feed Contract
      • 📌Stock Price Feed Contract
      • 📌Weather Feed Contract
      • 📌Crypto Price Feed Contract
      • 📌Random Number Contract
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On this page
  • Description
  • Parameters
  • Response
  • Example Request and Response
  • Prerequisites
  • Request
  • Response
  1. SDKs Guide
  2. AI Guide
  3. Image Similarity

imageSimilarityTest

Description

Search in to our image similarity database for similar images.

Parameters

Parameter
Type
Description

imageUrl

string

test image URL

Response

Parameter
Type
Description

message

string

message about the response

status

int

0 for no image found

1 for images found

-1 for any error occurs during the execution of the request

metadata

list

list of object of the metadata associated with the found images

img

object

this object will contain four properties, they can be None keyPoint1 and keyPoint2 will be the points matched between two images, the test image and the found image matchedImg will be the comparative image of the two images in base64 format score will be the similarity score of the search

Example Request and Response

Prerequisites

Before making requests with NEST® SDK, you must have it installed.

You can install NEST® SDK using either npm or yarn. Use the following commands to install NEST® SDK:

npm install @nest25/ai-core-sdk
OR
yarn add @nest25/ai-core-sdk

Request

Here is an example of how to make a imageSimilarityTest request using the NEST® SDK:

// import the ai-core-sdk
import {AIServices} from '@nest25/ai-core-sdk';

// create a new instance of the sdk
const aiServices = new AIServices();

async function main() {
  // get the result of the test
  const result = await aiServices.imageSimilarityTest('https://ik.imagekit.io/BIOSPHERE/1678716455079_PTj9bkO9d.jpeg');
  console.log(result);
}

main();

Response

{
    "img": {
        "keyPoint1": "None",
        "keyPoint2": "None",
        "matchedImg": "None",
        "score": 2.0
    },
    "message": "Similar image found.",
    "status": 0
}

Last updated 1 year ago

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