Construction Dataset Computer Vision Project
KlinterAI
Updated 2 years ago
788
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downloadsTags
Classes (39)
Concrete
Loader
aerial view of construction site
bore pile
building structure
cables car concrete mixer truck
contiguous pile
continuous flight auger drill
crane dump truck
excavator exposed piles
floor folded piling rig
hydraulic grab
hydrofraise cutter
load carrying crane
machinery
person person with PPE
pile cage
pile casing
piling rig
pipeline
roller
secant pile
sectional flight auger
soil
steel
stone testing equipment
truck underground pipeline
underground tunnel
wall water water body
Metrics
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Description
Construction Dataset
This Dataset consists of Images from classes:
- piling rig
- bore pile
- pile casing
- building structure
- excavator
- hydrofraise cutter
- rope
- pile cage
- person
- pipeline
- machinery
- cables
- drainage
- crane
- drilling rig
- load carrying crane
- water body
- underground pipeline
- car
- truck
- pile cap
- continuous flight auger drill
- person with PPE
- person with high-vis
- water
- exposed piles
- security gate
- plastered floor
- floor
- wall
- plastered wall
- measurement gauge
- pressure gauge
- strain gauge
- front loader
- dump truck
- Backhoe/Backactor
- Grader
- Trenchers
- Loader
- crawler dozers
- compactor
- forklift
- conveyor
- concrete mixer truck
- concrete breaker
- cherry picker
- compressed air plant
- concreting plant
- lifting device
- mobile elevating work platform
- pump and dewatering
- road sweeper
- roller
- rubble chute
- scabbler
- surveying instrument
- trenching equipment
- Concrete
- Adhesive
- Paint
- Glass
- masonry
- reinforced concrete
- timber
- steel
- underground tunnel
- soil
- stone
- brick
- secant pile
- contiguous pile
- sectional flight auger
- aerial view of construction site
- folded piling rig
- testing equipment
- hydraulic grab
Future Work
- To annotate more images using the Trained Model so that the images will be about 14k
- To collect more data from Construction Sites to improve the accuracy of detection
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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{
construction-dataset-6xih3_dataset,
title = { Construction Dataset Dataset },
type = { Open Source Dataset },
author = { KlinterAI },
howpublished = { \url{ https://universe.roboflow.com/klinterai/construction-dataset-6xih3 } },
url = { https://universe.roboflow.com/klinterai/construction-dataset-6xih3 },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2023 },
month = { may },
note = { visited on 2025-01-22 },
}