Sama vs. Appen Comparison


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About We offer the highest quality SLA (>95%), even on the most complex workflows. Our team assists with anything from implementing a robust quality rubric to raising edge cases. As an ethical AI company, we have provided economic opportunities for over 52,000 people from underserved and marginalized communities. ML Assisted annotation created up to 3-4x efficiency improvement for a single class annotation. We quickly adapt to ramp-ups, focus shifts, and edge cases. ISO certified delivery centers, biometric authentication, and user authentication with 2FA ensure a secure work environment. Seamlessly re-prioritize tasks, provide quality feedback, and monitor models in production. We support data of all types. Get more with less. We combine machine learning and humans in the loop to filter data and select images relevant to your use case. Receive sample results based on your initial guidelines. We work with you to identify edge cases and recommend annotation best practices.	About The Appen platform combines human intelligence from over one million people all over the world with cutting-edge models to create the highest-quality training data for your ML projects. Upload your data to our platform and we provide the annotations, judgments, and labels you need to create accurate ground truth for your models. High-quality data annotation is key for training any AI/ML model successfully. After all, this is how your model learns what judgments it should be making. Our platform combines human intelligence at scale with cutting-edge models to annotate all sorts of raw data, from text, to video, to images, to audio, to create the accurate ground truth needed for your models. Create and launch data annotation jobs easily through our plug and play graphical user interface, or programmatically through our API.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Enterprises seeking a tool to automate data annotation and improve their machine learning model validation processes	Audience Organizations of all sizes interested in a human crowdsourced AI and machine learning platform
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Free Trial	Pricing No information available. Free Version Free Trial
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Sama United States www.sama.com	Company Information Appen Founded: 1996 Australia appen.com
Alternatives Ango Hub iMerit	Alternatives OORT DataHub
SUPA	Dataloop AI
V7 Darwin V7	Alegion
Keymakr	Innodata
Alegion View All	Keymakr View All
Categories Data Annotation Data Labeling Image Annotation Machine Learning Video Annotation	Categories AI Training Data Providers Artificial Intelligence Data Annotation Data as a Service (DaaS) Data Labeling Gig Economy Image Annotation Machine Learning RLHF Speech Analytics Video Annotation
	Data Labeling Features Human-in-the-loop Labeling Automation Labeling Quality Performance Tracking Polygon, Rectangle, Line, Point SDK Supports Audio Files Task Management Team Collaboration Training Data Management Show More Features Speech Analytics Features Automatic Transcription Call Center Management Call Recording Customer Experience Management Data Security Natural Language Processing Predictive Analytics Self-Service Search Sentiment Analysis Surveys & Feedback
Integrations Amazon EC2 Amazon Redshift Amazon S3 Canva Google Google Cloud Platform IBM Cloud Microsoft 365 Microsoft Azure NVIDIA DRIVE View All 4 Integrations	Integrations Amazon EC2 Amazon Redshift Amazon S3 Canva Google Google Cloud Platform IBM Cloud Microsoft 365 Microsoft Azure NVIDIA DRIVE View All 6 Integrations
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