MyWorkspace

Bee Detector

Object Detection

1

Bee Detector Computer Vision Project

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This project attempts to do exactly what the name implies, Detect Bees. At present this is with the emphasis on Honey Bees. Initially it is intended as an aid to actually obtaining more images of bees that can be added to the project to improve its performance. In the long term it is intended to be able to classify the bees it detects as Varroa carriers, malformed bees and other types of insects such as bee predators e.g. wasps, hornets. To date all images have been obtained using a DSLR set up to take time lapse photographs. The current aim however is to use an Oak-D-Lite distance sensing camera connected to a RPi 4 to not only detect bees et. al. but to obtain images of them that are in focus. In focus images it is hoped will enable more accurate determination of target bee classifications i.e. Varraoa carriers, malformed etc.

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{
                            bee-detector_dataset,
                            title = { Bee Detector Dataset },
                            type = { Open Source Dataset },
                            author = { MyWorkspace },
                            howpublished = { \url{ https://universe.roboflow.com/myworkspace-8q0cl/bee-detector } },
                            url = { https://universe.roboflow.com/myworkspace-8q0cl/bee-detector },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { aug },
                            note = { visited on 2024-03-28 },
                            }
                        

Connect Your Model With Program Logic

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

Source

MyWorkspace

Last Updated

2 years ago

Project Type

Object Detection

Subject

Bees

Views: 148

Views in previous 30 days: 7

Downloads: 4

Downloads in previous 30 days: 1

License

CC BY 4.0

Classes

Bee varroa_mite