CDAZZDEV

component-detect

Object Detection

1

component-detect Computer Vision Project

Images

133 images
Explore Dataset

Here are a few use cases for this project:

  1. Industrial Equipment Maintenance: Utilize the component-detect model to monitor and identify components in a manufacturing plant or industrial setting, allowing for efficient scheduling of inspections, repairs, and maintenance to reduce downtime and optimize performance.

  2. Quality Control in Production: Implement the component-detect model in the assembly line process to ensure that components are correctly installed and positioned, thereby improving product quality and reducing the risk of malfunctions or recalls.

  3. Component Sorting and Inventory Management: Use the computer vision model to rapidly and accurately identify components in a warehouse or storage facility, enabling efficient sorting, storage, and retrieval of specific items or classes of components, ultimately streamlining the supply chain process.

  4. Educational and Training Purposes: Incorporate the component-detect model into educational and training materials to help students and workers identify and understand different types of components in machinery and equipment. This could be part of an augmented reality (AR) app or included in instructional videos.

  5. Recycling and Waste Management: Employ the component-detect model in recycling centers to identify and separate different classes of components, thus facilitating proper disposal and recycling procedures, ultimately contributing to a more sustainable and environmentally friendly waste management system.

Cite This Project

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{
                            component-detect_dataset,
                            title = { component-detect Dataset },
                            type = { Open Source Dataset },
                            author = { CDAZZDEV },
                            howpublished = { \url{ https://universe.roboflow.com/cdazzdev-jq16u/component-detect } },
                            url = { https://universe.roboflow.com/cdazzdev-jq16u/component-detect },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { sep },
                            note = { visited on 2024-03-02 },
                            }
                        

Connect Your Model With Program Logic

Find utilities and guides to help you start using the component-detect project in your project.

Source

CDAZZDEV

Last Updated

6 months ago

Project Type

Object Detection

Subject

components

Classes

3 way plug valve air cooler angle valve baffle tray column bed liquid filter bell mouth belt bin blower boiler catalytic cracker catalytic reactor centrifugial centrifugial pump chimney column combustion chamber compressor control valve conveyer cooler cooling tower cooling vessal cyclone diaphragram dome rooftank drum dryer tower ejector elevator exchanger feed pump filter flow controller flow indicator flow transmitter flow volume fluidize reactor furnace gas bottle gate valve hand gate valve heat exchanger heat exchanger 2 heater induced draft inflow level control level element level transmitter mixer mixing vessal motor needle valve outflow packaging column plate exchanger powered valve precipatator pressure controller pressure indicator pressure transmitter pump reboiler ring compressor rotary compressor rotatometer selectable compressor seperator straight tube heat exchange tank temp indicators temperature controller temperature element temperature transmitter transducer transport tray column tubular turbine vacuum pump vertical vessel vessal

Views: 87

Views in previous 30 days: 0

Downloads: 9

Downloads in previous 30 days: 0

License

CC BY 4.0