EPP&BATTERY Computer Vision Project

ran theone

Updated a year ago

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Classes (4)
BATTERYrotation
gozluk
head helmet
Description

Here are a few use cases for this project:

  1. Occupational Safety: The "EPP&BATTERY" model may be used to enhance occupational safety practices. By identifying the presence of safety equipment such as hard hats (helmet) and safety glasses (gozluk), the model could be used to monitor whether employees are following safety regulations on jobsites, particularly in high-risk sectors like construction, manufacturing, or mining.

  2. Automated Quality Control: Industries involved in manufacturing safety equipment could utilize the model for quality control. By recognizing identifiable features of their products such as the rotation of a battery or the specific shapes of various hard hats, it can verify the proper assembly and orientation of these items on the production line.

  3. Education and Training: This model may be used in virtual reality (VR) or augmented reality (AR) training programs designed for teaching safety protocols. The "EPP&BATTERY" model can provide real-time feedback to trainees about whether they are wearing the correct safety gear and identifying tools in the correct orientation.

  4. Video Surveillance Systems: The model could be integrated into video surveillance systems, particularly for sites housing hazardous substances or sensitive equipment, like power plants or chemical factories. By identifying when safety equipment is being worn and when battery carries are in the correct orientation, the system could alert management to potential safety breaches or operational issues.

  5. Maintenance Assistance: The model can be used in developing smart applications to assist workers with maintenance activities. Particularly, the system might guide staff through certain procedures by recognizing the required tools and equipment and ensuring their correct use and orientation.

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Cite This Project

LICENSE
CC BY 4.0

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

                        @misc{
                            epp-battery_dataset,
                            title = { EPP&BATTERY Dataset },
                            type = { Open Source Dataset },
                            author = { ran theone },
                            howpublished = { \url{ https://universe.roboflow.com/ran-theone-szn0q/epp-battery } },
                            url = { https://universe.roboflow.com/ran-theone-szn0q/epp-battery },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jul },
                            note = { visited on 2024-11-15 },
                            }