Appen
Appen is a web data annotation platform that helps train AI models by having a crowd of workers manually label data. Companies hire Appen to provide human annotated data.
data-annotation
ai-training
machine-learning
Appen: Web Data Annotation Platform for AI Model Training
Appen is a web data annotation platform that helps train AI models by having a crowd of workers manually label data. Companies hire Appen to provide human annotated data.
What is Appen?
Appen is a technology company that provides data and services to help large organizations develop machine learning and artificial intelligence capabilities. Founded in 1996, Appen specializes in the annotation and categorization of images, text, speech, audio, and video to produce high-quality training data.
Appen operates a global crowdsourcing platform that gives companies access to a pool of over 1 million skilled contractors worldwide who can provide human judgement and feedback on data. This helps ensure AI systems are trained on accurate, balanced data that leads to unbiased and high-performing models.
Some key facts about Appen:
- Headquartered in Australia with offices around the world
- Over 1,000 employees
- Serves technology leaders, automotive companies, governments, academic institutions
- Experience in 180 languages and access to native speakers globally
- ISO 27001 certified for information security
Appen simplifies and scales the complex process of producing quality training data. The company's customized workflows, globalcrowd, speed, security and smart project management tools produce high-quality annotated datasets that give confidence in AI model performance.
Appen Features
Features
- Data annotation platform for AI training
- Access to global crowd workforce for data labeling
- Image, text, speech and video data annotation
- Tools for data labeling and quality control
- Secure data management and IP protection
Pricing
- Pay-As-You-Go
Pros
Scalable workforce for large annotation projects
Flexibility to customize projects and workflows
Expertise in data labeling for AI domains
Global reach for language and cultural nuances
Secure platform to protect sensitive data
Cons
Can be costly at scale compared to in-house labeling
Quality control requires extra steps and monitoring
Turnaround times can vary depending on task complexity
Limited transparency into individual worker skills/accuracy
Data privacy concerns when using external workforce
Official Links
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