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docs: fix grammar typo
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BastiDood committed Jul 15, 2023
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# pal.ai

[pal.ai] is a progressive web app the uses images of rice leaves to identify rice leaf diseases.
[pal.ai] is a progressive web app that uses images of rice leaves to identify rice leaf diseases.

In the back end, we use a minimal [Deno Deploy] server that proxies the [Hugging Face Hosted Inference API], which interfaces with a model that uses a [BEiT vision transformer model][BEiT] to classify images of rice plants for the presence/absence of diseases. The model is pre-trained using [ImageNet 22k] then finetuned using the [PH Rice Leave Diseases dataset](https://www.kaggle.com/datasets/shrupyag001/philippines-rice-diseases). The model achieves **95% accuracy** using the dataset test set despite having only 1120 training data points.

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