
nateraw/vit-base-beans
Image Classification
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Updated
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57
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3
image_file_path (string) | image (image) | labels (class label) |
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zip://train/angular_leaf_spot/angular_leaf_spot_train.98.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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(angular_leaf_spot)
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zip://train/angular_leaf_spot/angular_leaf_spot_train.119.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.73.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
| 0
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zip://train/angular_leaf_spot/angular_leaf_spot_train.131.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.125.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
| 0
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zip://train/angular_leaf_spot/angular_leaf_spot_train.67.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.5.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.333.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.327.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.284.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.290.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.247.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.253.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.252.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.246.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.291.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.285.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.326.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.332.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.4.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.124.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.66.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.72.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.130.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.118.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.99.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.58.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.64.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.126.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.132.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.70.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.318.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.6.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.330.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.293.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.287.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.278.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.250.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.244.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.245.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.251.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.279.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.286.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.292.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.331.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.7.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.325.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.319.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.133.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.71.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.65.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.127.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.59.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.123.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.61.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.75.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.137.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.49.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.321.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.335.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.3.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.309.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.296.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.282.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.255.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.241.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.269.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.280.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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zip://train/angular_leaf_spot/angular_leaf_spot_train.323.jpg::https://huggingface.co/datasets/beans/resolve/main/data/train.zip
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(angular_leaf_spot)
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Beans leaf dataset with images of diseased and health leaves.
image-classification
: Based on a leaf image, the goal of this task is to predict the disease type (Angular Leaf Spot and Bean Rust), if any.English
A sample from the training set is provided below:
{
'image_file_path': '/root/.cache/huggingface/datasets/downloads/extracted/0aaa78294d4bf5114f58547e48d91b7826649919505379a167decb629aa92b0a/train/bean_rust/bean_rust_train.109.jpg',
'image': <PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=500x500 at 0x16BAA72A4A8>,
'labels': 1
}
The data instances have the following fields:
image_file_path
: a string
filepath to an image.image
: A PIL.Image.Image
object containing the image. Note that when accessing the image column: dataset[0]["image"]
the image file is automatically decoded. Decoding of a large number of image files might take a significant amount of time. Thus it is important to first query the sample index before the "image"
column, i.e. dataset[0]["image"]
should always be preferred over dataset["image"][0]
.labels
: an int
classification label.Class Label Mappings:
{
"angular_leaf_spot": 0,
"bean_rust": 1,
"healthy": 2,
}
train | validation | test | |
---|---|---|---|
# of examples | 1034 | 133 | 128 |
[More Information Needed]
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@ONLINE {beansdata,
author="Makerere AI Lab",
title="Bean disease dataset",
month="January",
year="2020",
url="https://github.com/AI-Lab-Makerere/ibean/"
}
Thanks to @nateraw for adding this dataset.