pathdetect Computer Vision Project

CDAZZDEV

Updated a year ago

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Classes (64)
Humidifier
absorber
absorbertower
accumulator
blender
boiler burner
catalytic converter
centrifuge
chimney
column
compressor
condensor
controller
cooler
crushed
crystalizer
cyclone
deabsorber
decomposer
devaporizer
distiller
double
drum
dryer
electrolyser
extractor
fan
filter
fuel cell
furnace
gauge
granolator
heat exchange
heater
inflow
klin
mill
mixer
motor next
outflow
oxidation chamber
precipitator
preheat
pump
purifier
reactor
rectifier
roaster
scrubber
sensor
seperator
silo
stack
steam drum
steamer
tank tower
treater
tubular
valve
valves
vaporizer

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Description

Here are a few use cases for this project:

  1. Industrial Process Optimization: Utilize the "pathdetect" computer vision model for analyzing industrial process diagrams to identify areas for process optimization, energy efficiency improvements, and waste reduction in facilities such as power plants, chemical plants, or manufacturing units.

  2. Education and Training Materials: Enhance learning materials for engineering students, specifically in chemical, mechanical, or process engineering disciplines, by accurately identifying and annotating various process equipment and arrows in diagrams for a more interactive and immersive learning experience.

  3. Augmented Reality (AR) Assistance: Incorporate the "pathdetect" model into AR applications that provide real-time information and guidance to workers in industrial settings, helping them efficiently navigate complex equipment arrangements and supporting accurate maintenance or repair tasks.

  4. CAD Software Integration: Integrate the "pathdetect" model with computer-aided design (CAD) software, enabling automated identification and labeling of process equipment and flow arrows, resulting in increased efficiency, reduced human errors, and faster design iterations.

  5. Safety and Emergency Planning: Use the "pathdetect" model for analyzing facility blueprints and process flow diagrams to create detailed safety plans, emergency response procedures, and risk assessments by identifying critical components and pathways in the overall system.

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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{
                            pathdetect_dataset,
                            title = { pathdetect Dataset },
                            type = { Open Source Dataset },
                            author = { CDAZZDEV },
                            howpublished = { \url{ https://universe.roboflow.com/cdazzdev-jq16u/pathdetect } },
                            url = { https://universe.roboflow.com/cdazzdev-jq16u/pathdetect },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { aug },
                            note = { visited on 2024-11-23 },
                            }