Raja Sekar


Object Detection

Mamgistics Computer Vision Project

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Explore Dataset

Here are a few use cases for this project:

  1. Warehouse Automation: "Mamgistics" can be used to automate inventory management in warehouses. It can identify different types of boxes, pallets, and their locations within the warehouse, thus helping in stock tracking and organization.

  2. Delivery Service Optimization: The model can be employed by delivery or courier services to automate the packing process of products. It can identify the optimal box or pallet for a particular item, leading to more efficient usage of space and resources.

  3. Retail Sector: The model can be integrated in retail store management systems to monitor stock levels on shelves. When it identifies empty or almost empty shelves, it could trigger restocking processes.

  4. Quality Control: In manufacturing industries, "Mamgistics" could be used to ensure the quality of box packing and palletizing tasks. It can identify improperly packed boxes or unbalanced pallets, allowing for timely corrections.

  5. Supply Chain Optimization: The model could be employed to inspect containers or cargo during freight transport. This can help in assuring that no box or pallet is missing, incorrectly loaded, or damages occurred during transport, contributing to efficient supply chain management.

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{ mamgistics_dataset,
    title = { Mamgistics Dataset },
    type = { Open Source Dataset },
    author = { Raja Sekar },
    howpublished = { \url{ https://universe.roboflow.com/raja-sekar-mrubn/mamgistics } },
    url = { https://universe.roboflow.com/raja-sekar-mrubn/mamgistics },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2022 },
    month = { nov },
    note = { visited on 2023-12-05 },

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


Raja Sekar

Last Updated

a year ago

Project Type

Object Detection




boxes, pallet, pallets

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CC BY 4.0