clamping Computer Vision Project

Bhupendra Dewangan

Updated a year ago

72

views

20

downloads
Classes (12)
Clamp 2 close
Clamp 2 open
Clamp 3 close
Clamp 3 open
Clamp 4 close
Clamp 4 open
Clamp 5 closed
Clamp 5 open
Clamp 6 close
Clamp 6 open
Clamp 7 close
Clamp 7 open
Description

Here are a few use cases for this project:

  1. Industrial Automation: The "clamping" model can be used in manufacturing setups to automate the process of assembly or disassembly. Machines fitted with this model can recognize which type of clamp is being used and in what state (open or close), ensuring the correct application or removal of specific parts.

  2. Quality Control: It can also be used as part of a quality control system. The vision model can identify whether a specific type of clamp is open or closed and flag any anomalous situations - for instance, closed when it should be open, or vice versa - to prevent potential errors or damages.

  3. Training Tool: The model can be used in a training context by providing visual aids to trainees learning about different types of clamps and their usages. This not only improves the understanding of individual clamps but also gives practical knowledge about how and when to use them.

  4. Preventive Maintenance: In high-stake environments such as nuclear power plants or oil refineries, it could be used to detect open or closed clamps, potentially preventing accidents caused by incorrect clamping configurations.

  5. Augmented Reality Guide: It can be integrated into an AR system to assist users in real-time when working with different types of clamps. Whether they are assembling a product or repairing a machine, users can be directed to use the correct open or closed clamp, improving efficiency and safety.

Supervision

Build Computer Vision Applications Faster with Supervision

Visualize and process your model results with our reusable computer vision tools.

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{
                            clamping_dataset,
                            title = { clamping Dataset },
                            type = { Open Source Dataset },
                            author = { Bhupendra Dewangan },
                            howpublished = { \url{ https://universe.roboflow.com/bhupendra-dewangan-rzuyx/clamping } },
                            url = { https://universe.roboflow.com/bhupendra-dewangan-rzuyx/clamping },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jun },
                            note = { visited on 2024-11-21 },
                            }