Object Detection

DeerDataset Computer Vision Project

Drop an image or


4810 images
Explore Dataset

Here are a few use cases for this project:

  1. Wildlife Monitoring and Conservation: Use the DeerDataset model to automatically classify and monitor the presence of deer and other large mammals in wildlife reserves, national parks, or forests. This can help in tracking population numbers and movement patterns, which can inform conservation strategies and policies.

  2. Animal-vehicle Collision Prevention: Implement the model in road monitoring and traffic systems to identify deer and other large mammals crossing or near roads. This information can be used to develop early warning systems for drivers, preventing animal-vehicle collisions and ensuring the safety of both humans and wildlife.

  3. Research on Animal Behavior and Habitat: The DeerDataset model can be used by ecologists and biologists to study the behaviors and interactions of deer and other large mammals, such as pumas and raccoons, within their natural habitats. This could lead to better understanding of the ecological roles and requirements of these species, as well as helping to identify potential threats to their populations.

  4. Smart City Planning and Development: Integrate the model into urban planning processes to identify areas where deer and other large mammals frequently roam. This information could be used to design wildlife corridors, green spaces, or other measures that help ensure coexistence between humans and wildlife in urban environments.

  5. Eco-tourism and Wildlife Photography: Utilize the DeerDataset model in mobile apps or camera systems for eco-tourists and wildlife photographers who want to identify and locate deer and other large mammals. This can aid in finding the perfect spot to observe or photograph these animals without disturbing their natural habits, promoting sustainable tourism practices.

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{ deerdataset_dataset,
    title = { DeerDataset Dataset },
    type = { Open Source Dataset },
    author = { },
    howpublished = { \url{ } },
    url = { },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2022 },
    month = { apr },
    note = { visited on 2023-11-30 },

Find utilities and guides to help you start using the DeerDataset project in your project.

Last Updated

2 years ago

Project Type

Object Detection



Views: 22

Views in previous 30 days: 2

Downloads: 0

Downloads in previous 30 days: 0


CC BY 4.0