Back Detection Object Detection Dataset and Pre-Trained Model by INHA

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Here are a few use cases for this project:

Construction Site Management: The "Back Detection" model can be used to identify classes of trucks and other construction equipment in large construction projects. This can help in inventory management, tracking work progress, and safety inspection by monitoring the placement and usage of equipment like grinders, cable reels, and cutoff machines.
Logistic Optimization: It can be used in warehouses and large logistic centers for automatic identification and tracking of different types of trucks and equipment. This can aid in optimizing the movement and placement of goods, and ensuring the right equipment is available at the right place.
Security Surveillance: This model can be utilized in security camera feeds to identify suspicious activities involving the listed equipment and vehicles such as unexpected movements or presence during non-working hours.
Equipment Rental Services: Rental companies can use this model to automatically identify and catalogue incoming and outgoing equipment, improving their ability to manage inventory and resolve disputes.
Training and Educational Purposes: This model can be employed in training simulations for construction workers or logistics staff, helping them to recognize and familiarize themselves with various types of trucks and equipment.

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{
                            back-detection_dataset,
                            title = { Back Detection Dataset },
                            type = { Open Source Dataset },
                            author = { INHA },
                            howpublished = { \url{ https://universe.roboflow.com/inha-p6q4i/back-detection } },
                            url = { https://universe.roboflow.com/inha-p6q4i/back-detection },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jun },
                            note = { visited on 2024-07-27 },
                            }