DERNIERE DATASET Object Detection Dataset and Pre-Trained Model by dkhili

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Explore Dataset

Here are a few use cases for this project:

Device Diagnostic Tool: The model can be used in a diagnostic application to analyze images of devices and determine if a particular function or feature is working (TRUE) or not (FALSE), assisting in automation of quality control processes in electronic production lines.
User-Interface Testing: Software developers or testers could use this model to automate the process of user-interface testing. By identifying whether certain elements in the interface meet the specified conditions, the model can help speed up the process of UI validation.
Smart Home Automation: The model could be used on a home automation system to determine the status (ON/OFF or TRUE/FALSE) of various electronic devices or components in a home, such as heaters, refrigerators, lights etc., helping in efficient energy management.
Accessibility Assistance Devices: The AI model can be integrated into assistive technologies for individuals with disabilities. For example, it can be used to detect the state of various household objects, helping to enhance the autonomy of visually impaired people.
E-Learning Platforms: The model can be used in online learning platforms which require students to interact with virtual devices or simulations. It can check and validate students' performed operations as TRUE or FALSE, thereby giving instant feedback.

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{
                            derniere-dataset_dataset,
                            title = { DERNIERE DATASET Dataset },
                            type = { Open Source Dataset },
                            author = { dkhili },
                            howpublished = { \url{ https://universe.roboflow.com/dkhili-qi9vw/derniere-dataset } },
                            url = { https://universe.roboflow.com/dkhili-qi9vw/derniere-dataset },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { may },
                            note = { visited on 2024-07-02 },
                            }