component-detect Computer Vision Project

CDAZZDEV

Updated a year ago

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Classes (83)
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
Description

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.

Supervision

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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{
                            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 2024-12-13 },
                            }