Create a customizable project
If you already have a project and you want to create an identical one, clone the existing project. If not, create a new project.
New project
The project defines what the task will look like for a Toloker.
To get better results, make tasks as simple as possible and divide complex tasks into several projects.
To create a project, follow the instructions:
- In the interface:
-
Choose a template:
Click the Create project button on the Projects page.
Choose a template. The template contains pre-configured input and output data fields and the task interface, which you can edit.
If there is no suitable template, choose an empty template.
Provide general information:
Enter the Name and Description. Tolokers will see this in the task list.
- Optionally add a Private comment.
Edit the task interface:
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.
Specify the settings for field task display if you use one of the field task templates.
Add fields for input and output data in the Data specification block.
Specify the settings for field task display if you use one of the field task templates.
Write guidelines for Tolokers.
You can prepare instructions in HTML format, then copy and paste into the editor. Click <> to switch to HTML mode.
- Optionally, add translations to other languages.
- Select the source language and the target languages.
- Fill in the fields in the table.
- Click Finish.
After creating the project, add a task pool to it. You can also set up quality control in the project.
Cloning a project
You can view the list of created projects on the Projects page. Open the project page to view the list of pools, project rating, and project statistics.
To clone a project, click in the list of projects or select on the project page.
If you need to change the project settings, open edit mode.
What's next
- Create a task pool in the project.
- Learn more about how to set up a project:
Troubleshooting
- Sorting images containing an object.
- Create a task using the “Image classification” template.
- Sort the images containing the object you are looking for.
- Show the image to the Toloker and ask if the object is in the image. Response options: Yes/No.
- Selecting objects in images.
- Select the object in the images you obtained after the previous project. You already have such a project. Run the task with non-automatic acceptance.
- Use the quality control rules: fast responses, non-automatic acceptance, and post-review re-assessment. Description of rules with examples.
- Reviewing object selection assignments.
- Create a task using the object selection template.
- Hide the editor and ask whether the object is selected correctly. Response options: Yes/No.
- In the input data, pass the images and coordinates of the labeled objects from the previous task.
To prevent the users who worked on the second project from doing the review, assign a skill to them. Use this skill as a filter in the pools of the third project.
- Select an arbitrary area in the image (for example, put a square in the upper-right corner). In this case, the project instructions for reviewers should also reflect this.
- Ask the Toloker to skip the task and report it in a personal message. Messages are reviewed by the requester. If the object is truly missing, the task is deleted from the pool by resetting the overlap.
- Add an additional “No object” checkbox to the interface. Make sure that your JS checks that either the object is selected or the checkbox is enabled. In this case, add information about the checkbox value in the review task interface.
- Use the “Side-by-side image comparison” template.
- In the TSV file, specify the links to the compared images.
- In the file, create the tasks where all the images will be compared in pairs:
Image 1 and Image 2
Image 1 and Image 3
- Image 2 and Image 3
- Process the results.
- Create a project from an empty template.
- Write your question in the HTML block.
- If you need an extensive response, add the required number of text entry components.
- If you need a short response, add the required number of string entry components.
- Come up with a name for each of the components and create a matching number of string-type output fields with the same names. They will be used to save responses.
- Make all the output fields mandatory.
- Make the input field auxiliary. It will only be used to create a TSV file with tasks.
- Come up with a name for the input field and set the string type for it (see the step-by-step guide on creating a survey).
If your task contains many objects of different types, you should break it down. For example, you can ask users to select numbers in the first project, doorways and windows in the second project, walls in the third project, and plumbing in the fourth project.
The simpler the task, the cheaper it is and the better the quality of the final result. Set the cost of labeling a single class of objects in photos at about $0.01.
Use the Object selection in an image template. You can open this template in the editor and add a drop-down list for labeling the selected object. See how to do this in the editor description (Dropdown list tab).
You can use JavaScript to add assignment validation depending on a checkbox. An example is provided in the “Search for information online” template.
The number of tasks depends on how difficult and time-consuming the tasks are. Keep the size reasonably small. Large task suites are unpopular, partly because they are inconvenient for Tolokers (for example, if the internet connection is unstable).
You can create such an assignment based on the classification template. Show a product image and ask the question: "Does the product match the query?" Add two radio buttons for responses: “Yes” and “No”.
You can create a selection + drop-down list with category selection. See how to do this in the editor description (Dropdown list tab).
The coordinates are relative to the image.
Use the C shortcut for closing areas.
You can also use the library to customize the keyboard shortcuts for your tasks.
onKey: function(key) { var el = this.getDOMElement().querySelector(".image-annotation-editor__shape-polygon"); if (key === 'D') { el.click(); el.classList.add('image-annotation-editor__shape_active') }
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In the case of crowdsourcing, it's better to break down this task. The simpler the task, the cheaper it is and the better the quality of the final result. The cost of labeling a single class of objects in photos might be about $0.01.
Base your task on the “Object selection in an image” template. See the step-by-step guide for creating this type of project on this page.
The editor used in the template lets you add a drop-down list for labeling the selected object. See how to do this in the editor description (Dropdown list tab).
In the standard template with an area selection editor, you can't use the control tasks, because in order for the assignment to be accepted by the system as correct, the object selected by the user must exactly match the control object. This is almost impossible. Therefore, you can leave the GOLDEN field empty in the task file or simply delete all the columns except INPUT.
You can't use training and the main pool with the Training type in an area selection project because for the response to be correct, the object selected by the user must exactly match the control object. This is almost impossible.
Such tasks are usually run with non-automatic acceptance: the Toloker submits an assignment, and then the assignment is rejected or accepted after the review.
For pre-selection of users, you can use “examination tasks”. Review the assignments and assign skills based on the percentage of accepted assignments. For this purpose, add the “Results of assignment review” rule to the pool. To make sure that only the good Tolokers are admitted to the main pool, put a skill-based filter to the pool.
You can also edit the project so that the user sees 3 images at once and selects one of them.
You can structure your text classification task using the source text and radio buttons. It can also be text and checkboxes if you use multiple subjects.
We recommend that you base it on the “Text classification” template.
You can also create your own interface. All the available tools are described in the Requester's guide.
You can see how it's implemented in the “Transcript of audio recordings” template where a string-type output field is used. In the “Text recognition from an image” template, you can view how to describe text input fields. Please note that if you later want to use the Dawid-Skene aggregation method, you must specify allowed values.
You need to break down your task for Toloka. If you have a 30-minute task intended for one person and containing all the phrases, the best approach is to divide it into individual phrases, which you can give to different Tolokers. The template for voice recording tasks doesn't require that the user installs a separate voice recorder app.
Refer to our step-by-step guide for creating a voice recording task.
In the input data, you can pass the phrase for the Toloker to record ("enable navigation"), and the speech speed (normal speed). This is the data you need to save in the TSV file. See the Guide to learn about creating a TSV file and its structure.
The preview contains 4 tasks per suite by default. You can specify the number of tasks for your project when you upload the task file. Learn more about the preview.
For example, if you want one person to say the same phrase 10 times, create 10 tasks in a suite. The cost is specified per task suite. To define how many people should say a particular phrase, use the overlap in the pool. By the way, don't forget to set up filters in your pool. This way you can select only the Tolokers who speak a certain language and use mobile devices: client = mobile Toloka.
You can delegate review of the voice recordings to other Tolokers by creating a separate project. Find brief instructions on how to do this here.
The survey includes an auxiliary input field. You can use it to pass any information, and it won't be visible to Tolokers.
Upload one task and use the overlap parameter to enter the number of people you want to survey.
To open the camera instead of the gallery when the user taps the image upload button, in the Image upload button component specify camera=true
.
In the mobile apps, Tolokers can add photos from the default gallery (iOS) or Google photo (Android). To limit the capacity of adding online images, specify in the component requiredCoordinates=true
. In this case, the system won't let the user add images without geotags.