Sequence offers annotation and classification services tailored for data science teams working on machine learning projects. The platform focuses on improving the accuracy, completeness, and uniformity of datasets through human-powered data labelling, annotation, and classification. It is designed to support a range of use cases, from object detection and computer vision to content moderation and text classification.
The service specializes in high-quality image annotation, including both bounding-box and polygon annotation, which can be used for projects such as identifying products on supermarket shelves, enhancing obstacle detection for self-driving cars, or analyzing satellite imagery. Sequence also provides data labelling to help build more robust machine learning algorithms by tagging products, images, or objects, thereby enhancing contextual understanding. In addition, the platform supports data classification, enabling users to categorize data for various applications such as spam detection or sorting support tickets by topic. Sequence accommodates both English and French language-based projects and allows for crowdsourcing human intelligence to augment and enhance datasets.
Sequence's process begins with users submitting project expectations and guidelines. A free trial of 100 tasks is offered to assess the service, after which the project can commence. The platform handles quality control before delivering the final annotated or classified data. Sequence can process data in JSON, JSONL, and CSV formats, and offers flexibility in hosting image files, either through self-hosted URLs or by hosting on Amazon S3 with private URLs. Projects can be run in small batches or as a continuous flow, depending on user needs. Payment is accepted via direct bank transfer in GBP, EUR, or USD, and there are no setup fees, project management fees, fixed-term contracts, or licensing fees. Each client is assigned a dedicated account manager.
Security and privacy are emphasized, with data uploaded to secure servers and tasks distributed to contributors in a contextless environment. Sequence is developing an API, with a beta version available for early testers. The service also offers custom templates for specific use cases and welcomes feedback from its user community to enhance its offerings.
Sequence is an AI & ML product. It focuses on managing and outsourcing high-quality data annotation and classification for machine learning projects. Sequence is a B2B product aimed at data science teams. Sequence follows a freemium model. It runs on the web.
Among its 8 catalogued features are image annotation, bounding-box tool, and polygon annotation.
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