Object Detection

Box-Car-folklift Computer Vision Project

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Here are a few use cases for this project:

  1. Warehouse inventory management: The model can be implemented in warehouses to track the movement of boxes or other inventory items. It can help in knowing real-time updates of box's locations and their transportation, keeping track of the forklift's usage, thereby optimizing warehouse operations.

  2. Workplace Safety: By monitoring employee and forklift interactions in an industrial environment, this model can help identify potentially unsafe practices such as people standing too close to the forklift operation.

  3. Real-time operational Analysis: Companies in logistics, retail, and manufacturing industries can benefit from this model by using it to analyse operations in real-time, spotting inefficiencies, or identifying opportunities for operational improvement.

  4. Automated Reporting: This model could also be used in automated reporting of inventory movement, where the system identifies and tracks the movement of boxes by the forklift, providing real time reporting without any human intervention.

  5. Training AI for Robotics: In Robotics, specifically for automated forklifts, the model can serve as a valuable tool in training the AI system to identify and interact with boxes, personnel, and other forklifts in an industrial setting.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite this Project

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

@misc{ box-car-folklift_dataset,
    title = { Box-Car-folklift Dataset },
    type = { Open Source Dataset },
    author = { fridges },
    howpublished = { \url{ } },
    url = { },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2023 },
    month = { may },
    note = { visited on 2023-12-03 },

Find utilities and guides to help you start using the Box-Car-folklift project in your project.



Last Updated

7 months ago

Project Type

Object Detection




box, folklift, person, undefined

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CC BY 4.0