Toloka documentation

Project 1. Does the image contain a specific object?

In this project, you ask the Tolokers if a photo contains traffic signs.

Create a project

In the interface:

  1. Choose a template:

    1. Open Toloka for requesters.

    2. Click the + Create project button.

    3. In the window that opens, find the Image classification template and click Select.

  2. Provide general information:

    1. In the Name to show Tolokers field, enter Are there traffic signs in the picture?.

    2. In the Description for Tolokers field, enter Look at the picture and answer whether or not it shows any traffic signs.

    3. Save the changes.

  3. Edit the task interface in the editor you selected:

    1. The task interface describes how the elements should be arranged in the task.

      The template has pre-configured validation. The Toloker won't be able to submit a response without selecting one of the options.

      For more information, see the Template Builder Help:

    2. On the Configuration panel, replace lines 19 to 28 in the code:

      "label": "What is the cat's mood?",
      "options": [
      {
      "label": "Good",
      "value": "ok"
      },
      {
      "label": "Bad",
      "value": "bad"
      },
      

      with:

      "label": "Are there traffic signs in the picture?",
      "options": [
      {
      "label": "Yes",
      "value": "ok"
      },
      {
      "label": "No",
      "value": "bad"
      },
      
    3. Click Show specifications to see the input and output data fields.

      Input data fields are created from the code on the Example of input data tab.

      The output data fields depend on the components that use data.output and values supported by it.

      Learn more about input and output data fields in the Template Builder Help.

      • Input data field: image — A link to an image.

        Change the data type to string to add links to your files.

      • Output data field: result — string for saving the Toloker's response.

        What are input and output data?

        Input data is types of objects that are passed to the Toloker for completing the task. For example, this could be a text, an image, or geographic coordinates.

        Output data is types of objects that you receive after the task is completed. For example, this could be one of several response options, typed text, or an uploaded file.

        If you add interface elements to the task template, the corresponding fields in the Data specification block will be created automatically.

    1. Edit the HTML block in the Task interface.

      1. After the line with the image, enter the question:

        <div>Are there <b>traffic signs</b> in the picture?<div>

      2. Change the labels on the response options: GoodYes, BadNo:

        {{img src=image width="100%" height="400px"}}
        <div>Are there <b>traffic signs</b> in the picture?<div>
        
        {{field type="radio" name="result" value="OK" label="Yes" hotkey="1"}}
        {{field type="radio" name="result" value="BAD" label="No" hotkey="2"}}
        {{field type="radio" name="result" value="404" label="Loading error" hotkey="3"}}
        
    2. Leave the JS, CSS, and Data specification blocks unchanged.

      Learn more about Specifications in Input and output data.

    3. Click the Preview task button to view the task.

      Note

      The project preview shows one task with standard data. You can define the number of tasks to show on the page later.

    4. In the window that opens, check if the task options work correctly. In the lower-right corner, click Submit.

    5. Exit preview mode. In the lower-left corner, click Exit. If there were errors when testing, check the code blocks that you entered.

  4. Save the changes.

  5. In the Instructions for Tolokers field, enter the instructions and add an image.

    1. Instructions:

      Look at the image and answer whether there are any **traffic signs** in it.
      If there are, click **Yes**.
      If there aren't, click **No**.
      For example, there are traffic signs in the image, so the correct answer is **Yes**.
      
    2. To add an image, click and provide a link to the image you want to use as an example.

    3. Save the changes.

  6. In the upper-right corner, click Finish

    Learn more about working with the project in the Project section.

Create a pool

  1. Open the page of the project titled Are there traffic signs on the picture?.

  2. Click Add a pool on the project page.

  3. Set the Pool name (visible only to you) field. Only you will see this pool name on the project page.

  4. Specify the pool description which will be displayed instead of the project description in the task list for Tolokers. By default, Tolokers see the description from the project settings. To use a different description, uncheck the Use project description box and set Public description. If necessary, click + Private comment to add a private project description that only you will see.

  5. Click Create.

  6. At the Select the audience for your task step, set up filters to select Tolokers for your pool.

    1. Use the Languages filter to select Tolokers with knowledge of the language.

    2. Clear My tasks may contain shocking or pornographic content if your project has none of those.

    3. Tasks in pools will be automatically available in the web version of Toloka and the mobile app. If you want to change the default settings and limit the visibility of the task for any of the versions, add the Client filter and select the desired value: Toloka web version or Toloka for mobile.

  7. (optional) In the Speed/quality balance section, specify the desired quality level. Improving quality may reduce the speed of task completion because the pool will be available to fewer Tolokers. Learn more in the Speed/quality balance section.

  8. At the Set the task price and overlap step, set up how much a single task will cost for you.

    1. In Price per task suite, $, set the amount of money to pay per task suite done by one Toloker. For example, 0.01.

    2. In the Overlap field, define how many Tolokers must do each task.

  9. At the Setup quality control step, set quality control rules for more accurate results:

    1. Click Add a quality control rule.

    2. Find the Rules block in the list and choose Control tasks.

    3. Set a rule for control task: if the number of responses to the control questions is ≥ 3 and correct responses (%) to the control questions is < 60, then ban the Toloker on project for 10 days. Specify the Control task as a reason.

      Learn more in Quality control.

  10. At the Add optional pool settings step, specify the Time per task suite, sec.

    The time should be long enough to read the instructions and wait for task data to load. For example, 600 seconds.

  11. At the Prepare and upload data step, upload your task data.

    1. Create the tasks for Tolokers:

    2. To download a template, click one of the buttons:

      • Template in XLSX
      • Template in TSV
      • Template in JSON
    3. Open the downloaded file, and replace the sample data with your information.

    Use sample data

    If you want to see what your project will look like after the launch, but you don't have any labeling tasks yet, you can upload ready-made sample data to the pool.

    Click Use sample data next to Attach the prepared file with data. This lets you avoid any additional actions with files.

    Once you've finished working with the sample data and everything looks good, prepare your data and upload it to the pool.

    1. Click Drop file here or select, and upload the file you’ve just made.

    2. Click Continue.

    3. In the window that opens, configure the file upload settings:

      1. Choose Smart mixing.

      2. In the General tasks field, specify 9.

      3. In the Training tasks field, specify 0.

      4. In the Control tasks field, specify 1.

      5. Click Combine tasks into suites.

  12. Create a control task.

    1. In the window that opens, click Create control tasks.

    2. In the window that opens, turn on the result option in the Create control task section.

    3. Choose the correct answer to the question.

    4. Click Save and go to next.

    5. Click Are there traffic signs in the photo? to exit the task markup mode.

    Note

    In small pools, control tasks should be 10–20% of all tasks. Include different versions of correct responses in equal amounts. View the distribution of responses on the Edit tasks page, Control tasks tab.

  13. At the Double-check your project and try out tasks step, check how the task will look from the Toloker's point of view.

    Note

    This step will be enabled after you complete the previous steps. You can skip this step by clicking Do it later.

  14. Click to start the pool.

Get the results

  1. Next to the Download results button, click .

  2. Choose Dawid-Skene aggregation model from the list. Learn more about Result aggregation based on the Dawid-Skene model.

  3. In the window that opens, click Yes.

  4. At the top of the page, click View the list of operations.

    Note

    To track the progress, refresh the page from time to time. Aggregation takes from 5 to 20 minutes. You can start designing another project meanwhile.

  5. When the operation is complete, download the results file. To do this, click Download in the Files column.

  6. Use the results file in project 2.

What's next