Appen
Appen helps businesses improve their AI and machine learning models.
Overview
Appen is a global company that specializes in data collection and data annotation. They provide high-quality training data to help AI and machine learning systems perform better. With a large crowd of contributors around the world, Appen ensures that the data used for training AI models is both accurate and diverse.
Founded in 1996, Appen has built a robust platform that connects businesses needing data with people who can create it. Their services range from collecting unstructured data to annotating images, audio, and text. This makes them a valuable partner for companies looking to enhance their AI capabilities.
The importance of training data cannot be overstated. Good training data is essential for making AI reliable and effective. Appen understands this need and fills the gap by providing tailored solutions to fit any project size. Businesses can rely on their extensive experience and flexible approach to meet their specific data needs.
Pricing
| Plan | Price | Description |
|---|---|---|
| Appen Data Annotation Platform | SaaS subscription pricing dependent on use case and data type | The industry’s most advanced AI-assisted data annotation platform used to collect and annotate data for training both computer vision and natural language processing AI models. |
| Managed Services | Bespoke based on customer needs | - |
Key features
Global Crowd
Appen has a diverse crowd of contributors from around the world, ensuring a wide range of data sources.
Data Collection
They specialize in gathering unstructured data for various industries, helping businesses find the information they need.
Data Annotation
Appen provides detailed annotation services, making raw data usable for AI training.
Flexible Solutions
They offer customized data services to fit projects of all sizes, from small startups to large enterprises.
Quality Control
Appen employs strict quality checks to ensure the accuracy and relevance of the data supplied.
Multiple Data Types
Services include text, audio, and image data, catering to all aspects of AI model development.
Rapid Turnaround
Appen understands the fast pace of technology and aims for quick delivery timelines for data projects.
Expert Support
Their team provides guidance and support throughout the data preparation process.
Pros & Cons
Pros
- High Quality Data
- Diverse Contributors
- Tailored Services
- Established Reputation
- Comprehensive Solutions
Cons
- Cost
- Complex Processes
- Variable Quality
- Dependency on Contributors
- Time Intensive
Feature Ratings
Based on real user reviews, here's how users rate different features of this product.
Data Governance
Based on 11 Appen reviews. Allows administrators to assign role-based user access for specific data sets
Based on 11 reviewsBased on 10 Appen reviews. Hides and masks sensitive data automatically based on user permissions
Based on 10 reviewsBased on 10 Appen reviews. Provides historical insights into original data sources and transformations made to data sets
Based on 10 reviewsData Preparation
Based on 11 Appen reviews. Offers simple search capabilities to discover specific data sets
Based on 11 reviewsAs reported in 11 Appen reviews. Allows users and administrators to easily clean data to maintain quality and integrity
Based on 11 reviewsAs reported in 10 Appen reviews. Converts data formats of source data into the format required for the reporting system without mistakes
Based on 10 reviewsTools to (re)structure data in a manner that allows extracting insights quickly and accurately 10 reviewers of Appen have provided feedback on this feature.
Based on 10 reviewsCollaboration
Based on 10 Appen reviews. Allows users to comment on data sets to help future users better interact and interpret the data
Based on 10 reviewsPermits profiling of data sets for increased organization, both by users and machine learning This feature was mentioned in 11 Appen reviews.
Based on 11 reviewsCreates a business glossary for faster understanding by the average business user
Indexes metadata descriptions for easier searching and enhanced insights
Artificial Intelligence
Automates recommendations for users based on machine learning functionality
Offers natural language querying functionality for non-technical users
Cleans data to improve quality via automation
Quality
Gives user a metric to determine the quality of data labelers, based on consistency scores, domain knowledge, dynamic ground truth, and more.
Ensures that labeling tasks are accurate through consensus, review, anomaly detection, and more.
Ensures the data is of a high quality as compared to benchmark.
Gives user the ability to review and edit labels.
Automation
Uses models to predict the correct label for a given input (image, video, audio, text, etc.).
Automatically route input to the optimal labeler or labeling service based on predicted speed and cost.
Image Annotation
Has the ability to place imaginary boxes or polygons around objects or pixels in an image.
has the ability to detect objects within images.
Track unique object IDs across multiple video frames
Supports a range of different types of images (satelite, thermal cameras, etc.)
Natural Language Annotation
Gives user the ability to extract entities from text (such as locations and names).
Gives user the ability to tag text based on its sentiment.
Gives user the ability to label and verify text data in an image.
Speech Annotation
Allows the user to transcribe audio.
Gives user the ability to label emotions in recorded audio.
Rating Distribution
Screenshots
User Reviews
View all reviews on G2An highly advanced, thorough, and unique approach to Data Annotation!
What do you like best about Appen?
The platform's ability to provide very high levels of accuracy for our previous need for tagging images, video, and text. Analyzing accuracy and a high level of completion was extremely efficient and easy. Appen helped get my business up and running, so that is a major upside.
What do you dislike about Appen?
I can find no downside or dislikes during my time using Appen. Perhaps I can only comment on a long learning curve but that was mostly due to personal experience.
What problems is Appen solving and how is that benefiting you?
For me, Appen was able to solve my problem mostly through data labelling. I was able to get immense exposure for my organization in its infancy stages without the need to spend 10's of thousands of dollars on advertising and marketing campaigns. It also quelled the need to hire additional staff during my startup phase when funding wasn't adequate to do so.
flexibility and changes
What do you like best about Appen?
It has a flexibility that comes working remotely with appen also it offers a variety of work and projects the job is offer a valuable experiences.
What do you dislike about Appen?
One thingh that is dislike with appen is is inconsistency of job offer you cant rel...
Earn some extra bucks - Appen
What do you like best about Appen?
Using appen from long time here are some of the cons of the it listed -
1) Easy to implement work is available sometimes to earn the extra income.
2) Frequent few cents quick tasks can be found listed on the platform.
3) Customer support has a good available at th...
Lots of Links, Links and Links
What do you like best about Appen?
I really liked that Appen is mostly web-based. The loading times are fast, and the site is easy to navigate and is very intuitive.
What do you dislike about Appen?
The links are just confusing. Sometimes you'd have an access issue, because you logged in on a incor...
An amazing remote working site
What do you like best about Appen?
The thing that I have liked about Happen its their remote working opportunity from all over the globe for people who love Data , AI, and much more.
What do you dislike about Appen?
The projects are not consistent sometimes the projects are available and sometimes ...
Company Information
Alternative Data Labeling tools
FAQ
Here are some frequently asked questions about Appen.
Appen is a company that provides data collection and annotation services for AI and machine learning.
Appen uses strict quality control processes and employs a global crowd of contributors.
Appen offers text, audio, and image data collection and annotation services.
Yes, Appen offers flexible solutions that can be tailored to the needs of small businesses.
You can start by visiting their website and setting up a consultation to discuss your data needs.
Appen serves various industries, including technology, automotive, healthcare, and finance.
Yes, Appen has experience in managing large scale data projects efficiently.
Appen typically provides customized pricing based on project requirements, so payment options may vary.
