ML Project 6 Computer Vision Project
Here are a few use cases for this project:
-
Construction Site Organization: The model can be used in monitoring construction sites for improved organization and safety. It can identify where rebars and bricks are located, possibly helping to prevent accidents by ensuring such materials are properly stored.
-
Automated Rebar and Brick Inventory: This model would be beneficial for automating the process of inventory in warehouses or construction depots. It could scan images or video feed and track the quantity and arrangement of rebars and bricks.
-
Structural Analysis: The model could assist architects and engineers in a remote inspection of structures, providing information about the use of materials such as rebar and brick and aiding in planning modification or repair works.
-
Waste Management: Use this model to identify bricks and rebar in waste management facilities or recycling plant, allowing the automated sorting of these materials for efficient recycling or disposal.
-
Construction Education and Training: The model can be used in educational applications to tutor trainees in recognizing bricks and different types of rebars, their storage conditions (Stack, Heap), and involving them in realistic simulations.
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{
ml-project-6_dataset,
title = { ML Project 6 Dataset },
type = { Open Source Dataset },
author = { iitm },
howpublished = { \url{ https://universe.roboflow.com/iitm-hpmod/ml-project-6 } },
url = { https://universe.roboflow.com/iitm-hpmod/ml-project-6 },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2022 },
month = { oct },
note = { visited on 2024-05-09 },
}
Connect Your Model With Program Logic
Find utilities and guides to help you start using the ML Project 6 project in your project.
