High-Quality AI Training Data to Maximize Model Performance
High-quality AI training data is critical for developing accurate and reliable AI models. Appen provides meticulously curated, high-fidelity datasets tailored for deep learning use cases and traditional AI applications.
AI Training Data Powered by Human Expertise
Appen’s global workforce and advanced AI Data Platform enable us to rapidly source and curate high-quality data at scale – including hard-to-find and niche data requirements. Our global crowd of more than 1 million AI Training Specialists evaluate datasets for accuracy and bias while adding value through linguistic fluency, creativity and adherence to brand guidelines.
Data You Can Trust
As the industry leader in data annotation services, Appen offers unparalleled expertise in providing high-quality datasets. Our advanced data pipeline and built-in quality control measures enable Appen to deliver high-fidelity datasets so you can unlock maximum performance from your AI models.
Collection
Appen offers custom data collection services across all languages and modalities – text, image, audio, video – to create tailored datasets for training diverse AI models. Access the intelligence of our global crowd by creating custom job instructions to develop a high-quality dataset tailored to your unique use case.
Annotation
Appen’s global crowd of over 1 million contributors generates richly annotated data across text, audio, image, and video modalities that capture real-world nuances. Our experts excel at leveraging human and machine intelligence to curate high-quality datasets tailored to diverse AI use cases.
Evaluation
Our AI training specialists evaluate datasets for accuracy and bias to ensure your model is trained on relevant, high-quality data. Further fine-tune your model with custom rating and quality assurance guidelines. Learn how a leading social media platform leveraged Appen’s global crowd to improve content personalization.
Deep Learning Capabilities
Train your deep learning ai model with Appen’s expert data solutions for unlabeled or labeled data and supervised or unsupervised learning.
Natural Language Processing
Elevate your model’s NLP capabilities with curated language data. Our team of linguists, project managers, and language experts are ready to support your natural language processing needs from text annotation to text generation, evaluation and benchmarking needs. Get started right away with off-the-shelf datasets.
Speech Recognition
Appen services the full range of Speech and Audio Processing from data collection to transcription and annotation. Our expert team brings you the best in curation and annotation capability for high-quality, high-accuracy speech recognition, audio classification and smart-voice technology.
Computer Vision
Training your AI to interpret visual information such as image segmentation, object detection, pattern detection, image classification requires high-quality video and image data. In addition to custom data solutions, Appen offers over 250 licensable computer vision datasets that work with a variety of computer vision applications.
Relevance
Appen's AI training data brings order and relevance to unstructured information for a variety of use cases including enhancing search algorithms, recommendation engines and online advertising. Learn how Appen improved safety on a popular children's video platform with search relevance.
Industry Applications
Appen’s 25+ years of expertise in collection, curation and annotation will ensure your data needs are met with the highest level of quality for the full AI lifecycle. Our team of experts support your AI training data needs across industries – contact us to speak to an expert.
Automotive
The automotive industry is one of the best examples of quality AI training data as a critical factor in consumer safety. When it comes to keeping drivers, passengers, and pedestrians safe, there is little margin for error. The future of AI-powered transportation will increase safety and efficiency across passenger, commercial, and agricultural vehicles with innovative technologies such as in-vehicle speech systems and autonomous vehicles.
Technology
Leading technology companies count on Appen’s comprehensive data services – including data collection, annotation, and LLM services – to train and evaluate their AI models. With over 25 years of experience in data and AI, Appen is uniquely positioned to support technology companies with diverse AI use cases from social media content personalization to consumer products like virtual assistants, robot vacuums, and smart TVs.
Advertising
AI-powered advertising requires high-quality training data to navigate the complexities of various digital marketing platforms. From hyper-relevant product recommendation models to advanced ad targeting, Appen enables marketing teams and advertising platforms to train custom AI models to maximize conversion rates and revenue.
E-Commerce
Many e-commerce businesses have already taken the first steps to integrate AI models into their daily operations by employing AI solutions for chatbots, product recommendations, and data analytics. Leverage Appen’s crowd services and platform to collect relevant training data and evaluate model output for valuable use cases such as gauging customer sentiment through reviews or training an AI-powered visual search that enables customers to search for products using images.
Localization
With millions of skilled contributors around the world and rich experience in multilingual projects, Appen is the leading provider of AI localization services. Our global network can quickly build and manage teams according to your needs, providing efficient and high-quality delivery for your localization data requirements.
AR/VR
AI-powered immersive technologies depend on high-quality AI training data to foster effective human-computer interaction. Whether you’re building a virtual reality game or showing potential customers how a product would look in their home, Appen’s crowd is experienced at creating reliable, custom datasets for augmented and virtual reality applications across diverse use cases.
Kickstart your AI Journey
Our team offers customized solutions to meet your specific AI data needs, providing in-depth support throughout the project lifecycle.