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The phrase "activity recognition" is correct and usable in written English.
It can be used in contexts related to computer science, artificial intelligence, or human-computer interaction, particularly when discussing the identification of specific actions or behaviors.
Example: "The new software utilizes advanced algorithms for activity recognition, allowing it to accurately track user movements."
Alternatives: "action detection" or "behavior identification".
Exact(57)
A Scalable Approach to Activity Recognition Based on Object Use.
Unsupervised Activity Recognition using Automatically Mined Common Sense.
Choosing the Right Modalities and Features for Activity Recognition.
Chakraborty, I., Elgammal, A. & Burd, R. S. Video based activity recognition in trauma resuscitation.
Sánchez, D., Tentori, M. & Favela, J. Activity recognition for the smart hospital.
Finally, API #3 is activity recognition – which enables apps to determine whether you are driving, biking or walking.
My research includes object detection, tracking, activity recognition, image retrieval and RGB-D vision.
We evaluated this concept with an activity recognition system for carpentry tools.
Similar(3)
"[By contrast] Microsoft's Kinect is specifically designed for activity recognition.
Human Activity Recognition.
This work has been carried out using a public dataset: REALDISP Activity Recognition dataset.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com