Cottontail-Rabbits Computer Vision Project
This dataset contains images of cottontail rabbits, that you might commonly find in your back yard in North America.
As we all know, rabbits can be quite a nuisance to our gardens and vegetables. That's why this dataset was used to train an object detection model that automatically recognizes rabbits, issuing a sound to deter them away.
Hardware:
- A Raspberry Pi
- External Power Supply - https://www.amazon.com/MakerHawk-Raspberry-Uninterruptible-Management-Expansion/dp/B082CVWH3R/ref=sr_1_6?crid=3LJGHA055O4VL&dchild=1&keywords=battery+for+raspberry+pi&qid=1623698007&sprefix=battery+for+raspbe%2Caps%2C184&sr=8-6
- Camera for the Pi - https://www.amazon.com/Arducam-Megapixels-Sensor-OV5647-Raspberry/dp/B012V1HEP4/ref=sr_1_6?dchild=1&keywords=Raspberry+Pi+camera&qid=1624689746&sr=8-6
- Bluetooth Speaker - https://www.amazon.com/AUDIOVOX-SP881BL-Portable-Bluetooth-Rechargeable/dp/B07F8N6KJ9/ref=sr_1_4?crid=2363N4JZD3B18&dchild=1&keywords=canz+bluetooth+speaker&qid=1626056945&sprefix=CANZ+bluetoot%2Caps%2C173&sr=8-4
Software:
- Public Dataset - https://public.roboflow.com/object-detection/eastern-cottontail-rabbits
- Roboflow Annotate - https://docs.roboflow.com/annotate
- Roboflow Train - https://docs.roboflow.com/train
- Roboflow Inference API - https://docs.roboflow.com/inference
Code repository here - https://github.com/roboflow-ai/rabbit-deterrence
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{ cottontail-rabbits_dataset,
title = { Cottontail-Rabbits Dataset },
type = { Open Source Dataset },
author = { Samrat Sahoo },
howpublished = { \url{ https://universe.roboflow.com/samrat-sahoo/cottontail-rabbits } },
url = { https://universe.roboflow.com/samrat-sahoo/cottontail-rabbits },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2021 },
month = { aug },
note = { visited on 2023-12-02 },
}
Find utilities and guides to help you start using the Cottontail-Rabbits project in your project.