Create quality training data for ML and AI models

Bring your own labelers or use ours, either way companies use Cogmint to validate phone numbers, label images for computer vision tasks, and more.

Cogmint: Minting Cognition

Our name comes from our mission to turn data into insights and inferences. Your company already has the data to better delight your customers, to innovate faster than your competitors, and save on costly mistakes, but it's not labelled yet. Cogmint makes it easy to label your data, either using your own specialized team or using our network of experts.

See What You're Missing

Validate Your Data

Highlighted Partnership: Food Recovery Contact Information

Charities, especially food pantries, have been under tremendous stress. Food donors turn to food recovery apps like the MEANS Database to identify which food pantries are able to receive food donations, and the MEANS Database team uses Cogmint to confirm that contact phone numbers for thousands of food pantries are still valid.

The team created a project with a task template enabling them to substitute in any food pantry name and expected contact phone number. Then, using the Cogmint API they crowdsource verifying that phone numbers are still valid and reachable. They wanted at least 3 different people to check each phone number, and subscribe to webhooks to receive the results when a task is complete.

Confirming Contact Information

Help charities confirm the contact information of food pantries to ensure that food gets to those that need it most faster

POST /api/v1/projects/add_task
      
{
  "task": {
    "project_uuid": "1234-123456-123456-1234",
    "required_submissions": 3,
    "reward": 50,
    "callback_url": "https://www.meansdatabase.org/exampleendpoint",
    "substitutions": {
      "name": "Food Bank of Anytown",
      "phone": "555-222-2222"
    }
  }
}
      
    

Results:

Task ID phone name response1 response2
1234 555-222-2222 Food Bank of Anytown correct correct
4321 123-123-1234 Helping Hunger Food Pantry correct correct

Label Your Images

Use our easy labeling interface to label your images, or crowdsource them to use our labelers. Either way you can add jobs via the API or by uploading using our UI. Download the results when you're ready.

Add task via API or the UI

POST /api/v1/projects/add_task (docs)
      
{
  "task": {
    "project_uuid": "1234-123456-123456-1234",
    "required_submissions": 1,
    "reward": 50,
    "callback_url": "https://www.mywebsite.com/incomingwebhooks/cogmint/taskcompleted",
    "substitutions": {
      "external_image_url": "https://my.image.host.com/traffic.jpg"
    }
  }
}
      
    
Using Cogmint.com UI:

Retrieve results via API or UI

GET https://www.cogmint.com/api/v1/tasks/:id/annotations (docs)
      
{
  "data": {
    "annotations":[
      {
        "center_x":1271,
        "center_y":1643,
        "height":316,
        "label":"car-vehicle",
        "width":589
      },
        {"center_x":42,
        "center_y":1539,
        "height":101,
        "label":"car-vehicle",
        "width":82
      },
      {
        "center_x":533,
        "center_y":1528,
        "height":36,
        "label":"car-vehicle",
        "width":57
      },
      ...
      ],
    "image":"https://my.image.host.com/traffic.jpg",
    "task_id":"99e44392-1234-1234-1234-1db5727b8158",
    "required_submissions": 1,
    "submission_count": 1
  }
}
      
    

Cogmint is a human-friendly way to crowdsource and complete tasks. We're currently working closely with some social impact organizations and charities to help them maximize their impact. These projects can be easily completed from home without any ongoing commitment.

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