bird v2 Computer Vision Project

LeeM

Updated 2 years ago

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Classes (35)
acorn-woodpecker
annas-hummingbird
blue-jay
blue-winged-warbler
carolina-chickadee
carolina-wren
chipping-sparrow
common-eider
common-yellowthroat
dark-eyed-junco
eastern-bluebird
eastern-towhee
harris-hawk
hermit-thrush
indigo-bunting
juniper-titmouse
northern-cardinal
northern-mockingbird
northern-waterthrush
orchard-oriole
painted-bunting
prothonotary-warbler
red-winged-blackbird
rock-pigeon
rofous-crowned-sparrow
ruddy-duck
scarlet-tanager
snow-goose
song-sparrow
tufted-titmouse
varied-thrush
white-breasted-nuthatch
white-crowned-sparrow
white-throated-sparrow
wood-duck

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Description

Here are a few use cases for this project:

  1. Birdwatching and Biodiversity Monitoring: Bird enthusiasts and wildlife researchers can use the "bird v2" model to automatically identify and catalog various bird species observed in specific locations, assisting in tracking biodiversity and population trends.

  2. Wildlife Photography and Filmmaking: Professional and amateur photographers and filmmakers can use the model to quickly tag and organize their bird photos and videos, making it easier to locate specific species within their collections for post-production or archiving purposes.

  3. Bird Feeder Analytics: Bird enthusiasts can install cameras near bird feeders and use the "bird v2" model to identify visitors, allowing them to learn more about the bird species visiting their feeders and make informed decisions about feeder locations and food types to attract specific birds.

  4. Wildlife Conservation and Management: Conservation organizations and wildlife management agencies can use the model to analyze bird population densities within particular habitats or geographic regions, assisting in the development of informed conservation strategies and measuring the impact of their efforts.

  5. Environmental Impact Assessments: The "bird v2" model can be used by consulting firms or government agencies conducting environmental assessments to efficiently evaluate the presence and distribution of bird species in proposed project areas, providing valuable information for determining potential environmental impacts and mitigation measures.

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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{
                            bird-v2_dataset,
                            title = { bird v2 Dataset },
                            type = { Open Source Dataset },
                            author = { LeeM },
                            howpublished = { \url{ https://universe.roboflow.com/leem-pf8fb/bird-v2 } },
                            url = { https://universe.roboflow.com/leem-pf8fb/bird-v2 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { feb },
                            note = { visited on 2024-12-23 },
                            }