datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
beans
Dataset Card for Beans
Dataset Summary
Beans leaf dataset with images of diseased and health leaves.
Supported Tasks and Leaderboards
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.
Languages
English
Dataset Structure
Data Instances
A sample from the training set is provided below:
{
'image_file_path':… See the full description on the dataset page: https://huggingface.co/datasets/AI-Lab-Makerere/beans.jev-stage2-image-beans-pilot
Beans: one natural question per image
Open the corrected preview.
natural_v4 is the recommended and default preview: 100 original images, 100 rows, one three-way condition-class Choice question per image. All targets come directly from the source labels column (34 angular leaf spot, 33 bean rust, 33 healthy). Original image bytes and source annotations are unchanged.
Example question: “Which source-defined condition class describes the bean leaf?” Options: angular_leaf_spot… See the full description on the dataset page: https://huggingface.co/datasets/FaroukMoc2/jev-stage2-image-beans-pilot.beans-mini
AnnotateIt · Open the app · Models & datasets · Documentation
AnnotateIt Beans Mini
Small, deterministic, AnnotateIt-compatible samples derived from Beans.
Upstream revision: 27aa014ce09b193e1a6f58112d4a66e0eddb69c5Upstream license: MIT
File
Sample
Tasks
Format
Images
Size
SHA-256
Derived task
beans-classification-mini.zip
Beans Classification Mini
Classification
Datumaro
45
5.84 MiB
5dc1b75552f96b67d6843ca7cb24cc7b431e3789b63158df4786b4ab8bcc0637
no… See the full description on the dataset page: https://huggingface.co/datasets/AnnotateIt/beans-mini.beans-outlier
Dataset Card for "beans-outlier"
📚 This dataset is an enhancved version of the ibean project of the AIR lab.
The workflow is described in the medium article: Changes of Embeddings during Fine-Tuning of Transformers.
Explore the Dataset
The open source data curation tool Renumics Spotlight allows you to explorer this dataset. You can find a Hugging Face Space running Spotlight with this dataset here: https://huggingface.co/spaces/renumics/beans-outlier
Or you can… See the full description on the dataset page: https://huggingface.co/datasets/renumics/beans-outlier.beans
Dataset Card for Beans
Dataset Summary
Beans leaf dataset with images of diseased and health leaves.
Supported Tasks and Leaderboards
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.
Languages
English
Dataset Structure
Data Instances
A sample from the training set is provided below:
{
'image_file_path':… See the full description on the dataset page: https://huggingface.co/datasets/javieratorres/beans.coffee-beansbeans_all_preprocessed
Dataset Card for "beans_all_preprocessed"
More Information needed
beans-vl-enriched
Visualize on Visual Layer
Beans-VL-Enriched
An enriched version of the Beans Dataset with image captions, bounding boxes, and label issues! With this additional information, the Beans dataset can be extended to various tasks such as image retrieval or visual question answering.
The label issues help curate a cleaner and leaner dataset.
Description
The dataset consists of 4 columns:
image_uri: The uri of original of the image from the Beans… See the full description on the dataset page: https://huggingface.co/datasets/visual-layer/beans-vl-enriched.beans
Dataset Card for Beans
Dataset Summary
Beans leaf dataset with images of diseased and health leaves.
Supported Tasks and Leaderboards
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.
Languages
English
Dataset Structure
Data Instances
A sample from the training set is provided below:
{
'image_file_path':… See the full description on the dataset page: https://huggingface.co/datasets/tosiyama/beans.coffee_beans_extendedcoffee-beans
Dataset Card for Beans
Dataset Summary
Coffee Beans Grading
Supported Tasks and Leaderboards
image-classification: Based on a coffee bean grading, the goal of this task is to grade single beans for clusterization.
Languages
Indonesia
Dataset Structure
Data Instances
A sample from the training set is provided below:
{
'image_file_path':… See the full description on the dataset page: https://huggingface.co/datasets/rasyidf/coffee-beans.paligemma-beans-obj-validationbeans
Dataset Card for Beans
Dataset Summary
Beans leaf dataset with images of diseased and health leaves.
Supported Tasks and Leaderboards
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.
Languages
English
Dataset Structure
Data Instances
A sample from the training set is provided below:
{
'image_file_path':… See the full description on the dataset page: https://huggingface.co/datasets/JohnHapsara/beans.beans
Dataset Card for Beans
Dataset Summary
Beans leaf dataset with images of diseased and health leaves.
Supported Tasks and Leaderboards
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.
Languages
English
Dataset Structure
Data Instances
A sample from the training set is provided below:
{
'image_file_path':… See the full description on the dataset page: https://huggingface.co/datasets/hel15/beans.bean_synthetic_earlygrowth_aerial
Bean Synthetic Earlygrowth Aerial
A dataset for semantic segmentation of synthetic beans in an early growth stage. The dataset contains 2,500 images with pixel-level mask annotations.
This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.
Citation
@ARTICLE{10.3389/fpls.2019.01185,
AUTHOR={Bailey, Brian N.},
TITLE={Helios: A Scalable 3D Plant and Environmental Biophysical Modeling Framework},
JOURNAL={Frontiers in Plant… See the full description on the dataset page: https://huggingface.co/datasets/Project-AgML/bean_synthetic_earlygrowth_aerial.paligemma-beans-detection-dataset-train-smallpaligemma-beans-obj-trainbeansBeans is a dataset of images of beans taken in the field using smartphone
cameras. It consists of 3 classes: 2 disease classes and the healthy class.
Diseases depicted include Angular Leaf Spot and Bean Rust. Data was annotated
by experts from the National Crops Resources Research Institute (NaCRRI) in
Uganda and collected by the Makerere AI research lab.paligemma-beans-obj-testbeans
Dataset Card for Beans
Dataset Summary
Beans leaf dataset with images of diseased and health leaves.
Supported Tasks and Leaderboards
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.
Languages
English
Dataset Structure
Data Instances
A sample from the training set is provided below:
{
'image_file_path':… See the full description on the dataset page: https://huggingface.co/datasets/esha245/beans.beansSpectral_cocoa_Beans