exdark Object Detection Dataset and Pre-Trained Model by skripsi

Images

3476 images

Explore Dataset

Here are a few use cases for this project:

Home Automation Systems: The "exdark" model can be used to create smart home systems that recognize the presence of specific objects and perform related functions. For example, recognizing a coffee cup might trigger the brewing of coffee in a smart home.
Elderly Care and Assistance: In elder care environments, the model could help monitor movements and activities of the elderly. Detecting objects like chairs, tables, or bottles can give insights about their daily routine or possible risks (like a fallen chair).
Security Systems: The model can be incorporated into security cameras to not only identify human figures, but also recognize specific objects involved in incidents, providing a richer, more helpful account of events.
AR/VR Gaming: This model could enhance augmented and virtual reality gaming experiences by recognizing indoor objects in real time, allowing for more interactive and immersive environments.
Pet Care Applications: By recognizing 'Dog' and 'Cat' objects, the model can be used in smart pet care applications, for instance, to monitor pet behavior, keep track of their activities, or alert owners when pets are near possibly dangerous items like bottles of cleaning products.

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{
                            exdark-cfzmx_dataset,
                            title = { exdark Dataset },
                            type = { Open Source Dataset },
                            author = { skripsi },
                            howpublished = { \url{ https://universe.roboflow.com/skripsi-dh0qk/exdark-cfzmx } },
                            url = { https://universe.roboflow.com/skripsi-dh0qk/exdark-cfzmx },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { jul },
                            note = { visited on 2024-04-26 },
                            }