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README.md
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## Model description
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The model is used to classify insect images into one of the 2000 species/classes. `resnet18` was used for training.
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## Intended uses & limitations
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The model was trained on 130133 insect images spread over 2000 species with a minimum of 25 pics in a class. Some classes were trained on too few images. The training pics were not screened for quality. For example, giving the model a picture of a human finger will most likely return an insect species that had finger in a training pic. Or a pic of a bug on the siding of a house will likely return that type of match.
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## Model description
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The model is used to classify insect images into one of the 2000 North American species/classes. `resnet18` was used for training.
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## Intended uses & limitations
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The model was trained on 130133 insect images spread over 2000 species with a minimum of 25 pics in a class. Some classes were trained on too few images. The training pics were not screened for quality. For example, giving the model a picture of a human finger will most likely return an insect species that had finger in a training pic. Or a pic of a bug on the siding of a house will likely return that type of match.
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