Sequence High-Quality Data Annotation and Classification for AI Teams

What is Sequence?

Sequence provides specialized data annotation and classification services designed for data science teams aiming to improve their machine learning models. The platform facilitates high-quality image annotation, including bounding-box and polygon techniques, crucial for object detection, computer vision, and image segmentation projects. It leverages human intelligence to label and categorize data accurately, ensuring more robust and contextually aware AI algorithms.

Offering flexibility and dedicated support, Sequence caters to various use cases, from identifying products on shelves to classifying text for spam detection or routing support tickets. They manage the process from project submission and a free trial to quality control and final deliverable compilation, ensuring uniformity and completeness across datasets. Custom templates and flexible project batching are available to suit specific needs.

Features

Image Annotation: Specializes in bounding-box and polygon annotation for ML projects.
Data Labeling: Uses human intelligence to label data for robust algorithm training.
Data Classification: Categorizes data for tasks like content moderation and topic identification.
Dedicated Account Manager: Provides personalized project support.
Flexible Project Batching: Accommodates varying data volumes and processing schedules.
Quality Control: Ensures task accuracy before final delivery.
Free Trial: Offers a 100-task trial to assess service quality.

Use Cases

Training object detection models (e.g., self-driving cars, retail shelf analysis).
Improving computer vision algorithms.
Developing image segmentation systems.
Enhancing datasets for machine learning model training.
Classifying text for spam detection.
Moderating image content.
Categorizing customer support tickets.

FAQs

How is the payment processed?

We currently accept payments via direct bank transfer in GBP, EUR, or USD. We will start the project once payment has been received.
What about security and privacy?

In addition to our service delivery contract and privacy policy, we prioritise the security and confidentiality of your data through our platform. The data you provide is uploaded onto our secured servers. The tasks are then distributed in a contextless environment to contributors.
What file formats are compatible?

We largely work with JSON, JSONL, and CSV file formats. However, if you have another preferred format, let us know and we’d be happy to discuss.
What about images files?

If you have image data, you can self-host and send us the image URLs. Alternatively, you can send the data to us and we'll host it on Amazon S3 and generate private URLs.
What about project batching?

We are flexible on the volumes of data that you would like to process and when. We can run the project in small batches with quick cycles or maintain a continuous flow of data.