Snorkel AI vs. Appen Comparison


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About AI today is blocked by lack of labeled data, not models. Unblock AI with the first data-centric AI development platform powered by a programmatic approach. Snorkel AI is leading the shift from model-centric to data-centric AI development with its unique programmatic approach. Save time and costs by replacing manual labeling with rapid, programmatic labeling. Adapt to changing data or business goals by quickly changing code, not manually re-labeling entire datasets. Develop and deploy high-quality AI models via rapid, guided iteration on the part that matters–the training data. Version and audit data like code, leading to more responsive and ethical deployments. Incorporate subject matter experts' knowledge by collaborating around a common interface, the data needed to train models. Reduce risk and meet compliance by labeling programmatically and keeping data in-house, not shipping to external annotators.	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 Organizations interested in a data-centric AI development platform to automate processes and deploy AI models	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 Snorkel AI Founded: 2019 United States snorkel.ai/	Company Information Appen Founded: 1996 Australia appen.com
Alternatives Toloka AI	Alternatives OORT DataHub
Appen	Dataloop AI
Cogito Cogito Tech LLC	Alegion
Supervisely	Innodata
Automaton AI View All	Keymakr View All
Categories AI Development Artificial Intelligence Data Annotation Data Labeling Machine Learning	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 Dask Google Cloud Platform IBM Cloud Kubernetes Microsoft Azure TensorFlow View All 3 Integrations	Integrations Amazon EC2 Amazon Redshift Amazon S3 Dask Google Cloud Platform IBM Cloud Kubernetes Microsoft Azure TensorFlow View All 6 Integrations
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