cierre Object Detection Dataset and Pre-Trained Model by kevin

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Explore Dataset

Here are a few use cases for this project:

Clothing Manufacturing Quality Control: The "cierre" model can be used in apparel production lines to automate quality inspection. It can detect any anomalies or defects such as missing teeth, faulty patches, body blemishes, rivets, or eyelets on zippers.
Retail Fashion Industry: The model can be implemented in online e-commerce platforms to categorize and label different types of zippers used in clothing, thereby enhancing the user shopping experience by refining search functionalities.
Luggage Inspection and Production: This model can be used to ensure the quality of luggage production, specifically the zipper mechanism. It can detect any defects or abnormalities in the zipper units, ensuring that each piece of luggage is in the best condition.
Textile Recycling: Used in textile recycling facilities to identify and segregate items based on zipper types and their conditions, facilitating efficient sorting and recycling strategies.
Forensic Science: In crime scene investigation, this model can assist in identifying any specific characteristics or anomalies in zippers that may serve as identifying features or evidence.

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{
                            cierre_dataset,
                            title = { cierre Dataset },
                            type = { Open Source Dataset },
                            author = { kevin },
                            howpublished = { \url{ https://universe.roboflow.com/kevin-d9kfc/cierre } },
                            url = { https://universe.roboflow.com/kevin-d9kfc/cierre },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { may },
                            note = { visited on 2024-06-29 },
                            }