Mushroom Identification Model Computer Vision Project

SMCM Natural HistoryAI

Updated 7 months ago

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Classes (5)
American Yellow Fly Agaric (Amanita muscaria guessowii)
False Parasol (Chlorophyllum molybdites)
Haymaker Mushroom (Panaeolus foenisecii)
Shaggy Mane (Coprinus comatus)
Turkey-tail Mushroom (Trametes versicolor)

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Description

This model is able to identify and classify mushrooms based on image data. The model is able to recognize certain classes of mushrooms that are commonly found throughout the state of Maryland. It is important to note that my model should not be utilized as a predictor of poisonous mushrooms. Its sole purpose is for mushroom identification and biodiversity recognition. It cannot accurately predict poisonous vs. non-poisonous mushrooms. It is intended to educate about the biodiversity of mushrooms that are found in the state of Maryland. All images were sourced from various “research-grade” iNaturalist postings, where the observations took place in the state of Maryland. This model was created for a class assignment in AI and Natural History at St. Mary’s College of Maryland.

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LICENSE
CC BY 4.0

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

                        @misc{
                            mushroom-identification-model_dataset,
                            title = { Mushroom Identification Model Dataset },
                            type = { Open Source Dataset },
                            author = { SMCM Natural HistoryAI },
                            howpublished = { \url{ https://universe.roboflow.com/smcm-natural-historyai/mushroom-identification-model } },
                            url = { https://universe.roboflow.com/smcm-natural-historyai/mushroom-identification-model },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { may },
                            note = { visited on 2024-11-22 },
                            }