ViT Age Classifier

July 28, 2024

ViT Age Classifier is an image classification model that predicts the age category of a person based on a facial image. It uses a Vision Transformer architecture fine-tuned for age estimation to analyze facial features and output structured age predictions.

caption

Oral History Age Cohort Tag$0.0006~3s

{
  "taskType": "imageCaption",
  "taskUUID": "b4b675b8-a2c4-4b98-acdf-9d323beee101",
  "cost": 0.0006,
  "structuredData": {
    "ageGroup": "60-69",
    "confidence": 0.6245
  }
}

Try in Playground

import { createClient } from '@runware/sdk'

const client = await createClient({ apiKey: process.env.RUNWARE_API_KEY })
await client.connect()

const [result] = await client.run({
  model: 'runware:153@1',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/93389581-decc-4991-beb9-6f75fee36e0a.jpg'
  }
})

import asyncio
import os

from runware import Runware


async def main():
    async with Runware(api_key=os.environ["RUNWARE_API_KEY"]) as client:
        results = await client.run({
            "model": "runware:153@1",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/93389581-decc-4991-beb9-6f75fee36e0a.jpg"
            }
        })


asyncio.run(main())

curl https://api.runware.ai/v1 \
  -H "Authorization: Bearer $RUNWARE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '[
    {
      "taskType": "caption",
      "taskUUID": "b4b675b8-a2c4-4b98-acdf-9d323beee101",
      "model": "runware:153@1",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/93389581-decc-4991-beb9-6f75fee36e0a.jpg"
      }
    }
  ]'

runware run runware:153@1 \
  inputs.image=https://assets.runware.ai/assets/inputs/93389581-decc-4991-beb9-6f75fee36e0a.jpg

{
  "taskType": "caption",
  "taskUUID": "b4b675b8-a2c4-4b98-acdf-9d323beee101",
  "model": "runware:153@1",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/93389581-decc-4991-beb9-6f75fee36e0a.jpg"
  }
}

Response

{
  "taskType": "imageCaption",
  "taskUUID": "b4b675b8-a2c4-4b98-acdf-9d323beee101",
  "cost": 0.0006,
  "structuredData": {
    "ageGroup": "60-69",
    "confidence": 0.6245
  }
}

caption

Museum Visitor Age-Segment Audit$0.0006~4s

{
  "taskType": "imageCaption",
  "taskUUID": "c2a86bf1-0ef1-416a-8b69-ac4c96242da9",
  "cost": 0.0006,
  "structuredData": {
    "ageGroup": "60-69",
    "confidence": 0.561
  }
}

Try in Playground

import { createClient } from '@runware/sdk'

const client = await createClient({ apiKey: process.env.RUNWARE_API_KEY })
await client.connect()

const [result] = await client.run({
  model: 'runware:153@1',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/95238017-bcd7-4c3a-9188-bc5e10e4a1ef.jpg'
  }
})

import asyncio
import os

from runware import Runware


async def main():
    async with Runware(api_key=os.environ["RUNWARE_API_KEY"]) as client:
        results = await client.run({
            "model": "runware:153@1",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/95238017-bcd7-4c3a-9188-bc5e10e4a1ef.jpg"
            }
        })


asyncio.run(main())

curl https://api.runware.ai/v1 \
  -H "Authorization: Bearer $RUNWARE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '[
    {
      "taskType": "caption",
      "taskUUID": "c2a86bf1-0ef1-416a-8b69-ac4c96242da9",
      "model": "runware:153@1",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/95238017-bcd7-4c3a-9188-bc5e10e4a1ef.jpg"
      }
    }
  ]'

runware run runware:153@1 \
  inputs.image=https://assets.runware.ai/assets/inputs/95238017-bcd7-4c3a-9188-bc5e10e4a1ef.jpg

{
  "taskType": "caption",
  "taskUUID": "c2a86bf1-0ef1-416a-8b69-ac4c96242da9",
  "model": "runware:153@1",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/95238017-bcd7-4c3a-9188-bc5e10e4a1ef.jpg"
  }
}

Response

{
  "taskType": "imageCaption",
  "taskUUID": "c2a86bf1-0ef1-416a-8b69-ac4c96242da9",
  "cost": 0.0006,
  "structuredData": {
    "ageGroup": "60-69",
    "confidence": 0.561
  }
}

caption

Documentary Casting Age Cohort Check$0.0006~4s

{
  "taskType": "imageCaption",
  "taskUUID": "138713ee-4605-4ed3-ba89-da1df2ff1a73",
  "cost": 0.0006,
  "structuredData": {
    "ageGroup": "50-59",
    "confidence": 0.5337
  }
}

Try in Playground

import { createClient } from '@runware/sdk'

const client = await createClient({ apiKey: process.env.RUNWARE_API_KEY })
await client.connect()

const [result] = await client.run({
  model: 'runware:153@1',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/b66f0c56-41d0-4240-ad5f-a8a5b0adf604.jpg'
  }
})

import asyncio
import os

from runware import Runware


async def main():
    async with Runware(api_key=os.environ["RUNWARE_API_KEY"]) as client:
        results = await client.run({
            "model": "runware:153@1",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/b66f0c56-41d0-4240-ad5f-a8a5b0adf604.jpg"
            }
        })


asyncio.run(main())

curl https://api.runware.ai/v1 \
  -H "Authorization: Bearer $RUNWARE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '[
    {
      "taskType": "caption",
      "taskUUID": "138713ee-4605-4ed3-ba89-da1df2ff1a73",
      "model": "runware:153@1",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/b66f0c56-41d0-4240-ad5f-a8a5b0adf604.jpg"
      }
    }
  ]'

runware run runware:153@1 \
  inputs.image=https://assets.runware.ai/assets/inputs/b66f0c56-41d0-4240-ad5f-a8a5b0adf604.jpg

{
  "taskType": "caption",
  "taskUUID": "138713ee-4605-4ed3-ba89-da1df2ff1a73",
  "model": "runware:153@1",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/b66f0c56-41d0-4240-ad5f-a8a5b0adf604.jpg"
  }
}

Response

{
  "taskType": "imageCaption",
  "taskUUID": "138713ee-4605-4ed3-ba89-da1df2ff1a73",
  "cost": 0.0006,
  "structuredData": {
    "ageGroup": "50-59",
    "confidence": 0.5337
  }
}

caption

Stock Portrait Age Metadata Tag$0.0006~3s

{
  "taskType": "imageCaption",
  "taskUUID": "b0d77c3c-6b8d-4381-bd98-a69c283c71cb",
  "cost": 0.0006,
  "structuredData": {
    "ageGroup": "60-69",
    "confidence": 0.6069
  }
}

Try in Playground

import { createClient } from '@runware/sdk'

const client = await createClient({ apiKey: process.env.RUNWARE_API_KEY })
await client.connect()

const [result] = await client.run({
  model: 'runware:153@1',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/fc0e4ac4-e0ba-49b8-93a3-0a5a3fc14b5b.jpg'
  }
})

import asyncio
import os

from runware import Runware


async def main():
    async with Runware(api_key=os.environ["RUNWARE_API_KEY"]) as client:
        results = await client.run({
            "model": "runware:153@1",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/fc0e4ac4-e0ba-49b8-93a3-0a5a3fc14b5b.jpg"
            }
        })


asyncio.run(main())

curl https://api.runware.ai/v1 \
  -H "Authorization: Bearer $RUNWARE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '[
    {
      "taskType": "caption",
      "taskUUID": "b0d77c3c-6b8d-4381-bd98-a69c283c71cb",
      "model": "runware:153@1",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/fc0e4ac4-e0ba-49b8-93a3-0a5a3fc14b5b.jpg"
      }
    }
  ]'

runware run runware:153@1 \
  inputs.image=https://assets.runware.ai/assets/inputs/fc0e4ac4-e0ba-49b8-93a3-0a5a3fc14b5b.jpg

{
  "taskType": "caption",
  "taskUUID": "b0d77c3c-6b8d-4381-bd98-a69c283c71cb",
  "model": "runware:153@1",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/fc0e4ac4-e0ba-49b8-93a3-0a5a3fc14b5b.jpg"
  }
}

Response

{
  "taskType": "imageCaption",
  "taskUUID": "b0d77c3c-6b8d-4381-bd98-a69c283c71cb",
  "cost": 0.0006,
  "structuredData": {
    "ageGroup": "60-69",
    "confidence": 0.6069
  }
}