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Dataset Listing

Public Dataset Listing

Dataset Task Number of Images Documentation
apple_detection_drone_brazil object_detection 689 https://github.com/thsant/add256/tree/zenodo-1.0
apple_detection_spain object_detection 967 https://www.grap.udl.cat/en/publications/KFuji_RGBDS_database.html
apple_detection_usa object_detection 2290 https://hdl.handle.net/2376/17721
apple_flower_segmentation semantic_segmentation 148 https://data.nal.usda.gov/dataset/data-multi-species-fruit-flower-detection-using-refined-semantic-segmentation-network
apple_segmentation_minnesota semantic_segmentation 670 https://rsn.umn.edu/projects/orchard-monitoring/minneapple
autonomous_greenhouse_regression image_regression 389 https://data.4tu.nl/articles/dataset/3rd_Autonomous_Greenhouse_Challenge_Online_Challenge_Lettuce_Images/15023088/1
bean_disease_uganda image_classification 1295 https://github.com/AI-Lab-Makerere/ibean/
bean_synthetic_earlygrowth_aerial semantic_segmentation 2500 https://github.com/Project-AgML/AgML/blob/main/docs/datasets/bean_synthetic_earlygrowth_aerial.md
carrot_weeds_germany semantic_segmentation 60 https://github.com/cwfid/dataset
corn_maize_leaf_disease image_classification 4188 https://www.kaggle.com/datasets/smaranjitghose/corn-or-maize-leaf-disease-dataset/data
crop_weeds_greece image_classification 508 https://github.com/AUAgroup/early-crop-weed
fruit_detection_worldwide object_detection 565 https://drive.google.com/drive/folders/1CmsZb1caggLRN7ANfika8WuPiywo4mBb
ghai_broccoli_detection object_detection 500 https://github.com/AxisAg/GHAIDatasets/blob/main/datasets/broccoli.md
ghai_green_cabbage_detection object_detection 500 https://github.com/AxisAg/GHAIDatasets/blob/main/datasets/green_cabbage.md
ghai_iceberg_lettuce_detection object_detection 500 https://github.com/AxisAg/GHAIDatasets/blob/main/datasets/iceberg.md
ghai_romaine_detection object_detection 500 https://github.com/AxisAg/GHAIDatasets/blob/main/datasets/romaine.md
ghai_strawberry_fruit_detection object_detection 500 https://github.com/AxisAg/GHAIDatasets/blob/main/datasets/strawberry.md
grape_detection_californiaday object_detection 126
grape_detection_californianight object_detection 150
grape_detection_syntheticday object_detection 448 N/A
guava_disease_pakistan image_classification 306 https://data.mendeley.com/datasets/s8x6jn5cvr/1
leaf_counting_denmark image_classification 9372 https://vision.eng.au.dk/leaf-counting-dataset/
mango_detection_australia object_detection 1242 https://researchdata.edu.au/mangoyolo-set/1697505
peachpear_flower_segmentation semantic_segmentation 42 https://data.nal.usda.gov/dataset/data-multi-species-fruit-flower-detection-using-refined-semantic-segmentation-network
plant_doc_classification image_classification 2598 https://github.com/pratikkayal/PlantDoc-Dataset
plant_doc_detection object_detection 2346 https://github.com/pratikkayal/PlantDoc-Object-Detection-Dataset
plant_seedlings_aarhus image_classification 5539 https://vision.eng.au.dk/plant-seedlings-dataset/
plant_village_classification image_classification 55448 https://github.com/spMohanty/PlantVillage-Dataset
rangeland_weeds_australia image_classification 17509 https://github.com/AlexOlsen/DeepWeeds
red_grapes_and_leaves_segmentation semantic_segmentation 258 https://link.springer.com/chapter/10.1007/978-3-030-48791-1_22
rice_seedling_segmentation semantic_segmentation 224 https://github.com/kabbas570/CED-Net-Crops-and-Weeds-Segmentation-for-Smart-Farming-Using-a-Small-Cascaded-Encoder-Decoder-Archi
riseholme_strawberry_classification_2021 image_classification 3520 https://github.com/ctyeong/Riseholme-2021
soybean_weed_uav_brazil image_classification 15336 https://data.mendeley.com/datasets/3fmjm7ncc6/2
sugarbeet_weed_segmentation semantic_segmentation 125 https://github.com/inkyusa/weedNet
sugarcane_damage_usa image_classification 153 https://github.com/The77Lab/SugarcaneBilletsDataset
tomato_leaf_disease image_classification 11000 https://www.kaggle.com/datasets/kaustubhb999/tomatoleaf?resource=download
tomato_ripeness_detection object_detection 804 https://www.kaggle.com/datasets/nexuswho/laboro-tomato
vegann_multicrop_presence_segmentation semantic_segmentation 3775 https://zenodo.org/records/7636408
vine_virus_photo_dataset image_classification 3866
wheat_head_counting object_detection 6512 https://zenodo.org/record/5092309
white_grapes_and_leaves_segmentation semantic_segmentation 273 https://link.springer.com/chapter/10.1007/978-3-030-48791-1_22