MyDepressionProj

training

Object Detection

training Computer Vision Project

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Here are a few use cases for this project:

  1. Object Tracking in Robotics: This model can be used in a robotic picking and sorting system. The robot, equipped with a camera, can identify box-letters-number-shapes and appropriately sort them.

  2. Intelligent Traffic Management: The system can recognize traffic signs (e.g., "STOP", "bullseye", number signs) for real-time traffic monitoring and control. It would especially be useful in autonomous vehicle navigation.

  3. Education and Learning: The model can be used in educational apps or tools for helping children learn about numbers, letters, and shapes, by identifying and naming them within images.

  4. Manufacturing Quality Control: In a manufacturing settings, the model can help in identifying and sorting parts based on shapes, letters, and numbers, increasing efficiency and reducing error rate.

  5. Interactive Gaming: In games, the model can be used to identify specified shapes, numbers, or obstacles, creating an interactive and immersive experience for the players.

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{
                            training-5mx9q_dataset,
                            title = { training Dataset },
                            type = { Open Source Dataset },
                            author = { MyDepressionProj },
                            howpublished = { \url{ https://universe.roboflow.com/mydepressionproj/training-5mx9q } },
                            url = { https://universe.roboflow.com/mydepressionproj/training-5mx9q },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { mar },
                            note = { visited on 2024-02-28 },
                            }
                        

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Last Updated

a year ago

Project Type

Object Detection

Subject

box-letters-number-shapes

Classes

- 0 1 10 11 11.blue1 12 12.green2 13 13.red3 14 14.white4 15 15.yellow5 16 16.blue6 17 17.green7 18 18.red8 19 19.white9 2 20 20.redA 21 21.greenB 22 22.whiteC 23 23.blueD 24 24.yellowE 25 25.redF 26 26.greenG 27 27.whiteH 28 28.blueS 29 29.yellowT 3 30 30.redU 31 31.greenV 32 32.whiteW 33 33.blueX 34 34.yellowY 35 35.redZ 36 36.whiteUP 37 37.redDOWN 38 38.greenRIGHT 39 39.blueLEFT 4 40 40.yellowSTOP 41.bullseye 5 6 7 8 9 D E S STOP W X Y Z a b bullseye c down f g h left obstacle right t u up v

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License

CC BY 4.0

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