sundharesan-kumaresan

pallet detection

Object Detection

3

pallet detection Computer Vision Project

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Here are a few use cases for this project:

  1. Warehouse Management: The model can help automate the detection and counting of pallets in a warehouse. This could facilitate inventory management and space utilization.

  2. Logistics and Supply Chain: With the ability to identify pallets, the model could improve efficiency in loading and unloading procedures in transports, presenting real-time data on the number of pallets in transit.

  3. Safety Regulations: The model can help ensure safety regulations are being adhered to by detecting and alerting when pallets are stacked improperly or exceeding safe heights.

  4. Waste Management: The model could be used to identify wooden pallets at recycling facilities or landfills to enhance sorting and recycling efforts.

  5. Retail Stores: The model can play a pivotal role in managing back-of-store operations - tracking the arrival, usage, and emptying of pallets.

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.

YOLOv8

This project has a YOLOv8 model checkpoint available for inference with Roboflow Deploy. YOLOv8 is a new state-of-the-art real-time object detection model.

Cite This Project

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

@misc{
                            pallet-detection-ith6b_dataset,
                            title = { pallet detection Dataset },
                            type = { Open Source Dataset },
                            author = { sundharesan-kumaresan },
                            howpublished = { \url{ https://universe.roboflow.com/sundharesan-kumaresan/pallet-detection-ith6b } },
                            url = { https://universe.roboflow.com/sundharesan-kumaresan/pallet-detection-ith6b },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { may },
                            note = { visited on 2024-04-28 },
                            }
                        

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Last Updated

a year ago

Project Type

Object Detection

Subject

pallet

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License

CC BY 4.0