Wahiba Saleem

Object-detection-orientation

Object Detection

Roboflow Universe Wahiba Saleem Object-detection-orientation

Object-detection-orientation Computer Vision Project

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Here are a few use cases for this project:

  1. Educational Applications: This model can be utilized in interactive learning applications to help children understand different shapes, their orientations, and combinations in a fun and engaging way. The model can quickly identify and provide feedback on shapes drawn by children.

  2. Quality Control in Manufacturing: The object detection model can be deployed on assembly lines or in manufacturing facilities to identify specific markers to ensure components are correctly oriented during assembly or produce. With different shapes representing different components or assembly stages, the model can reduce human error and speed up the production process.

  3. Image-tagging Software: This model can be used in a software application that auto-tags or auto-categorizes pictures based on the markers present in them. This will improve search and retrieval of images in large databases.

  4. Augmented Reality (AR) Apps: In AR games or applications, this model can identify markers to trigger certain actions or reactions, creating a more immersive and interactive AR experience. For example, once a specific shape marker is detected in the user's environment, a corresponding AR object can appear.

  5. Robotics and Navigation: Robotic systems can use the model to understand visual cues for path setting and maneuvering in their environment. This is particularly helpful in settings where different shapes indicate different paths or actions to be taken by an autonomous system. Certain oriented markers can be used to guide robots on their route and motion.

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{
                            object-detection-orientation_dataset,
                            title = { Object-detection-orientation Dataset },
                            type = { Open Source Dataset },
                            author = { Wahiba Saleem },
                            howpublished = { \url{ https://universe.roboflow.com/wahiba-saleem/object-detection-orientation } },
                            url = { https://universe.roboflow.com/wahiba-saleem/object-detection-orientation },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { mar },
                            note = { visited on 2024-02-25 },
                            }
                        

Connect Your Model With Program Logic

Find utilities and guides to help you start using the Object-detection-orientation project in your project.

Source

Wahiba Saleem

Last Updated

a year ago

Project Type

Object Detection

Subject

oriented-markers

Classes

circle circle_of_cross circle_of_dshape circle_of_hash circle_of_heart circle_of_petagon circle_of_square circle_of_star circle_of_triangle cross d-shape hash heart pentagon square star triangle

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License

CC BY 4.0