Dataset

CompDetect

Object Detection

1

CompDetect Computer Vision Project

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Here are a few use cases for this project:

  1. Electronic Repair Assistance: "CompDetect" can aid in the repair and maintenance of electronic devices by identifying and classifying the various components present on a damaged circuit board.

  2. Component Sorting: The model can be used in electronic manufacturing units to automate the process of sorting different electronic components in an assembly line.

  3. Recycling and Waste Management: In electronic waste management facilities, "CompDetect" can identify and categorize components for better recycling processes.

  4. Online Component Marketplaces: E-commerce platforms selling electronics components can use the model for automatic tagging and categorization of the items, improving user search and navigation.

  5. Education and Training: For electronics learning, "CompDetect" could be used to help students identify parts on a circuit board and understand their functions.

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{
                            compdetect_dataset,
                            title = { CompDetect Dataset },
                            type = { Open Source Dataset },
                            author = { Dataset },
                            howpublished = { \url{ https://universe.roboflow.com/dataset-lmrsw/compdetect } },
                            url = { https://universe.roboflow.com/dataset-lmrsw/compdetect },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { aug },
                            note = { visited on 2024-03-01 },
                            }
                        

Connect Your Model With Program Logic

Find utilities and guides to help you start using the CompDetect project in your project.

Source

Dataset

Last Updated

7 months ago

Project Type

Object Detection

Subject

Components

Classes

IC LED battery buzzer capacitor clock connector diode display fuse inductor potentiometer relay resistor switch transistor

Views: 2134

Views in previous 30 days: 110

Downloads: 174

Downloads in previous 30 days: 7

License

CC BY 4.0

PCB-Components
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ICs-resistors-capacitors-SMD
786 images