FAIR-Device_V2_Merged Computer Vision Project

Juan Chiavassa

Updated 2 years ago

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Classes (22)
Auchenorrhyncha
Coleoptera
Fliege
Forficula
Formicidae
Ichneumonoidea
Lepidoptera
Microlepidoptera
Micromus
Microzikade
Mycetophilidae
Mücke
Neuroptera
Orthoptera
Ortoptera
Raubfliege
Schlupvespe
Schmetterling
Schwebfliege
Sciaroidea
Syrphidae
Tipuloidea
Description

Here are a few use cases for this project:

  1. Biodiversity Monitoring: Researchers and ecologists can use the FAIR-Device_V2_Merged model to monitor and assess insect biodiversity in different habitats. By capturing images of insects in various ecosystems, users can create data-driven insights into species distributions and habitat health.

  2. Agricultural Pest Management: The FAIR-Device_V2_Merged model can help farmers and agricultural professionals to identify harmful pests in their crops. By pinpointing the locations and types of insects causing damage, users can develop targeted pest control strategies to minimize yield loss and maintain long-term sustainability.

  3. Insect Identification and Citizen Science: Enthusiasts, hobbyists, and researchers can use the FAIR-Device_V2_Merged model in mobile applications or websites to snap photos of insects they come across and instantly identify them. This can help users learn more about the insects they encounter while contributing to a shared database of insect diversity.

  4. Pollinator Monitoring and Conservation: Conservationists and researchers can use the FAIR-Device_V2_Merged model to identify and monitor pollinator species in various environments. By understanding the distribution and abundance of these insects, users can develop effective conservation strategies to protect pollinators and maintain ecosystem services.

  5. Museum Collections and Entomological Research: Institutions with insect collections can use the FAIR-Device_V2_Merged model to digitize, catalog, and annotate their specimens, facilitating the study of insect diversity, evolution, and ecology. This can enhance collaboration among entomologists and contribute to broader scientific understanding of the insect world.

Supervision

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Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            fair-device_v2_merged_dataset,
                            title = { FAIR-Device_V2_Merged Dataset },
                            type = { Open Source Dataset },
                            author = { Juan Chiavassa },
                            howpublished = { \url{ https://universe.roboflow.com/juan-chiavassa/fair-device_v2_merged } },
                            url = { https://universe.roboflow.com/juan-chiavassa/fair-device_v2_merged },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { mar },
                            note = { visited on 2024-11-13 },
                            }