Surge AI ,PromptLoop ,https://peoplefor.ai/ ,Dioptra ,Label Studio ,Innovatiana ,CleverCharts AI ,BasicAI , are the best paid / free ai assisted data labeling tools.
AI-assisted data labeling is a process that leverages artificial intelligence to streamline and improve the efficiency of data annotation tasks. By incorporating AI algorithms, the labeling process becomes more accurate and less time-consuming compared to manual labeling. This approach is particularly useful for large datasets in computer vision, natural language processing, and other AI-related fields.
ai assisted data labeling already has over 8 AI tools.
ai assisted data labeling already boasts over 233.6K user visits per month.
ai assisted data labeling already exists at least 0 AI tools with more than one million monthly user visits.
| Core Features | Price | How to use | |
|---|---|---|---|
| CleverCharts AI |
AI-powered platform for transforming data into actionable insights. |
Dive into data stories easily, make smarter decisions swiftly |
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| BasicAI |
BasicAI provides AI-driven training data solutions, including data annotation services and a data labeling platform, to enhance AI and machine learning models. |
To use BasicAI, you can leverage their data annotation services or utilize their AI-powered data labeling platform, called BasicAI Cloud. The platform offers features like auto-annotation, object tracking, and scalable labels management. You can collaborate with your team, manage workflows, and ensure quality assurance using BasicAI Cloud. |
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| Innovatiana |
Ethical Data Labeling Outsourcing for AI models. |
Contact us to outsource your data annotation tasks for AI models |
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| Label Studio |
Label Studio: open-source tool for labeling data in various models. |
To use Label Studio, you can follow these steps: 1. Install the Label Studio package through pip, brew, or clone the repository from GitHub. 2. Launch Label Studio using the installed package or Docker. 3. Import your data into Label Studio. 4. Choose the data type (images, audio, text, time series, multi-domain, or video) and select the specific labeling task (e.g., image classification, object detection, audio transcription). 5. Start labeling your data using customizable tags and templates. 6. Connect to your ML/AI pipeline and use webhooks, Python SDK, or API for authentication, project management, and model predictions. 7. Explore and manage your dataset in the Data Manager with advanced filters. 8. Support multiple projects, use cases, and users within the Label Studio platform. |
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| Dioptra |
Dioptra is an open source platform for data curation and management in computer vision and NLP. |
1. Curate the most valuable unlabeled data to improve domain coverage and model performance. 2. Register your metadata to Dioptra to ensure your data remains with you. 3. Diagnose root cause model failure modes and regressions using Dioptra's data centric toolkit. 4. Use active learning miners to sample the most valuable unlabeled data. 5. Integrate with your labeling and retraining stack using Dioptra's APIs. |
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| https://peoplefor.ai/ |
People for AI offers high-quality data labeling services using experienced labelers and advanced tools. |
To use People for AI's data labeling services, you need to contact them through their website or by emailing them. They will assign you a project manager who will work with you to understand your project requirements and define the data labeling strategy. Once the strategy is finalized, their expert labelers will start labeling your dataset using their specialized tools. Throughout the project, they provide regular communication and progress updates to ensure your satisfaction with the results. |
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| PromptLoop |
Summary: PromptLoop is a versatile AI tool for data processing and web research in Google Sheets and Excel. |
To use PromptLoop, simply install the plug-in and integrate it into your spreadsheet software. You can then access the AI models directly within your spreadsheets to perform tasks such as intelligent tagging, labeling, analysis, web research, and content quality analysis. It also allows you to train and utilize custom AI models specific to your data needs. PromptLoop offers a user-friendly interface that makes it easy for anyone to extract valuable insights from complex information. |
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| Surge AI |
Build powerful datasets with Surge AI's global data labeling platform. |
To use Surge AI, simply sign in to the website and access the platform. From there, you can create labeling projects, set labeling instructions, and manage the labeling workforce. |
Build powerful datasets with Surge AI's global data labeling platform.
Summary: PromptLoop is a versatile AI tool for data processing and web research in Google Sheets and Excel.
People for AI offers high-quality data labeling services using experienced labelers and advanced tools.
A user uploads a dataset of images and selects the object detection task. The AI model automatically pre-labels the objects in the images, which the user then reviews and corrects as needed.
A user assigns text classification tasks to multiple annotators. The AI-assisted platform intelligently distributes the tasks based on each annotator's expertise and performance.
A user uploads a dataset of images and selects the object detection task. The AI model automatically pre-labels the objects in the images, which the user then reviews and corrects as needed.. A user assigns text classification tasks to multiple annotators. The AI-assisted platform intelligently distributes the tasks based on each annotator's expertise and performance.
{/if]Reduced time and cost compared to manual labeling
Improved accuracy and consistency of labels
Scalability for large datasets and complex labeling tasks
Faster iteration and development cycles for AI projects
