General Demo Computer Vision Project

Marj

Updated 2 years ago

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Classes (14)
Buck_converter
No_optocoupler
Register-1
Register-2
Relay
ULN
berg_strip_with_connector
berg_strip_without_connector
diode
led
opto_coupler
with_connector
without_ULN
without_connector

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Description

Here are a few use cases for this project:

  1. Circuit Board Analysis: Electronic engineers can use the "General Demo" model to automatically identify and sort various components on different circuit boards. This could potentially reduce the time spent on manual component recognition, allowing for increased productivity in circuit design or troubleshooting.

  2. Computer Vision Coursework: Educators or students in electronic engineering or related fields may employ this model as part of their coursework. It can be used to demonstrate the application of computer vision in real-world scenarios such as recognition of electronic components.

  3. Quality Control in Manufacturing: In electronic component manufacturing industries, this model can be used in quality control systems to identify and spot defects such as missing or incorrectly installed components like diodes, ULNs, Buck converters etc on the circuit boards.

  4. Electronic Waste Sorting: The model can be applied in electronic waste recycling facilities to identify and sort different electronic components for proper recycling, increasing efficiency and reducing wastage.

  5. Augmented Reality Apps for Electronics Repair: App developers can use this model to build augmented reality (AR) applications that aid technicians during hardware repair by automatically identifying the electronic components and providing necessary information for the repair process.

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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{
                            general-demo_dataset,
                            title = { General Demo Dataset },
                            type = { Open Source Dataset },
                            author = { Marj },
                            howpublished = { \url{ https://universe.roboflow.com/marj/general-demo } },
                            url = { https://universe.roboflow.com/marj/general-demo },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jan },
                            note = { visited on 2024-11-13 },
                            }
                        
                    

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