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README.md
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## Limitations
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The model has limited training data of trash in the environment. Additionally, the model overrepresents plastic and glass
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in its predictions due to sampling bias and visual similarities between plastic, glass, and other common types of trash.
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As a solution, the model is marked as 'correct' when the correct label is within the model's top r most predicted trash types.
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r = 3 gives the most appropriate results.
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## Limitations
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The model has limited training data of trash in the environment. Additionally, the model overrepresents plastic and glass
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in its predictions due to sampling bias and visual similarities between plastic, glass, and other common types of trash.
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One concern is that many types of trash look visually similar or identical, even to humans. The model can get confused and rank these classes at similar probabilities.
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As a solution, the model is marked as 'correct' when the correct label is within the model's top r most predicted trash types.
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radius = r = 3 gives the most appropriate results.
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