frogs Object Detection Dataset and Pre-Trained Model by Brad Dwyer

Images

350 images

Explore Dataset

Here are a few use cases for this project:

Wildlife Conservation: Researchers and biologists can use the "frogs" computer vision model to monitor and track the population of various frog species, like alytes obstetricans, in their natural habitats. This information can be essential for the preservation and conservation of these important species.
Education and Research: The model can be used in classrooms, zoos, or research facilities to educate students, wildlife enthusiasts, and the general public about different frog species, including alytes obstetricans. By making information on these species more accessible, this computer vision model can help promote awareness and respect for biodiversity.
Automated field species identification: The "frogs" model can be integrated into camera traps, mobile apps, or other devices to help field biologists and amateur naturalists automatically identify and record frog species in real-time. This can make field studies and data collection more efficient and accurate.
Pest Control: Frogs play an essential role in controlling insect populations. By using the "frogs" computer vision model, pest control professionals can identify the presence of frogs in a given area and avoid harmful methods that could negatively impact their populations.
Ecological Monitoring: Environmental scientists can use the "frogs" computer vision model to keep track of frog populations as an indicator of ecosystem health. Changes in frog populations can be used to monitor pollution levels, habitat loss, and climate change impacts, allowing scientists to study and propose solutions to environmental challenges.

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{
                            frogs-agkpn_dataset,
                            title = { frogs Dataset },
                            type = { Open Source Dataset },
                            author = { Brad Dwyer },
                            howpublished = { \url{ https://universe.roboflow.com/brad-dwyer/frogs-agkpn } },
                            url = { https://universe.roboflow.com/brad-dwyer/frogs-agkpn },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { mar },
                            note = { visited on 2024-05-04 },
                            }