Object Detection

CW_CCW_Stop_123_v2 Computer Vision Project


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Here are a few use cases for this project:

  1. Enhanced User Interface: The model can be used to build an intuitive application system where hands gestures are used as commands. Motions such as clockwise, counterclockwise rotations, and stop signals can function as inputs for a variety of applications, from gaming to accessibility tools for the physically impaired.

  2. Virtual Reality and Gaming: In immersive gaming or VR, the model can interpret the player's hand movements as CW, CCW, and stop, along with the count of fingers (1,2,3) for interaction with the virtual environment. Orientation along the X, Y axis can be further used to understand the depth or direction of the gesture.

  3. Sign Language Interpretation: Given the model's capacity to discern numbers, hand positions, and movements, it can be employed to interpret sign language, thereby improving communication with the hearing-impaired.

  4. Interactive Teaching and Learning Platforms: The model could be implemented in e-learning environments to assess student engagement through recognized hand gestures. This could include signals such as holding up a specific number of fingers for voting systems or making circular motions to "raise a hand".

  5. Smart Home Automation: By integrating the model with IoT devices, users could control home systems such as lights, thermostats, or music systems with gesture commands, offering a no-touch, intuitive interaction.

Cite this Project

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{ cw_ccw_stop_123_v2_dataset,
    title = { CW_CCW_Stop_123_v2 Dataset },
    type = { Open Source Dataset },
    author = { SJdatasets },
    howpublished = { \url{ } },
    url = { },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2023 },
    month = { feb },
    note = { visited on 2023-12-08 },

Find utilities and guides to help you start using the CW_CCW_Stop_123_v2 project in your project.



Last Updated

10 months ago

Project Type

Object Detection




1, 2, 3, CCW, CW, DD, X, X_Axis, Y_Axis, o, stop

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CC BY 4.0