Instance Segmentation

sankalp Computer Vision Project

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Here are a few use cases for this project:

  1. Inventory Management: "sankalp" can be used to track and manage the inventory of construction materials like concrete, ductwork, wall tiles, etc. by analyzing construction site images. This helps in avoiding wastage, ensures uninterrupted construction work, and provides cost control.

  2. Quality Assurance and Control: By identifying and analyzing various construction objects, potential defects or issues in construction can be detected early, ensuring the quality of the construction work.

  3. Building Information Modelling (BIM): "sankalp" can be used to extract detailed information of the built environment which can be utilized to create or update BIM models of buildings. This is essential for architects, engineers, and construction professionals.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite this Project

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

@misc{ sankalp-rr3kj_dataset,
    title = { sankalp Dataset },
    type = { Open Source Dataset },
    author = { sankalp },
    howpublished = { \url{ } },
    url = { },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2023 },
    month = { dec },
    note = { visited on 2023-12-06 },

Find utilities and guides to help you start using the sankalp project in your project.



Last Updated

3 days ago

Project Type

Instance Segmentation




Access Card reader, Access panel, Base mould, CCTV Camera, Cable Tray, Cagewall, Carpet tiles, Ceiling Grating, Ceiling Panel, Closet, Concrete, Door, Door Frame, Drywall, Ductwork, Electrical Power Panel, Electrical conduit, Exit, Fire Extinguisher, Floor tiles, HAVC Vent, Hanging Lights, Insulation, Light, Millwork, Quartz Stone, Siemens smoke sampler, Sink, Stone Masonry, Unit Heat, Vent, Wall guard, Wall tiles, acoustic panels, sprinkler conduit

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CC BY 4.0