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Samasource Impact Sourcing, Inc., also known as Samasource and Sama, is a training-data company, focusing on annotating data for artificial intelligence algorithms. [2] [3] [4] The company offers image, video, and sensor data annotation and validation for machine learning algorithms in industries including automotive, navigation, augmented reality, virtual reality, biotechnology, agriculture ...
More specialized data annotation work can provide higher pay. For example, DataAnnotation.tech offers $40 for coding tasks, and Outlier.ai offers $60 per hour for chemistry tasks.
Computer Vision Annotation Tool (CVAT) is an open source, web-based image and video annotation tool used for labeling data for computer vision algorithms. Originally developed by Intel , CVAT is designed for use by a professional data annotation team, with a user interface optimized for computer vision annotation tasks.
VoTT (Visual Object Tagging Tool) is a free and open source Electron app for image annotation and labeling developed by Microsoft. [1] The software is written in the TypeScript programming language and used for building end-to-end object detection models from image and videos assets for computer vision algorithms.
The advantages of automatic image annotation versus content-based image retrieval (CBIR) are that queries can be more naturally specified by the user. [1] At present, Content-Based Image Retrieval (CBIR) generally requires users to search by image concepts such as color and texture or by finding example queries.
A study of workers in 27 countries surveyed in mid-2021 and early 2022 found they would on average be willing to sacrifice 5% of their pay to be able to work from home two to three days per week. 26% would quit immediately or seek a new job if they were required to work five or more days per week. [34]