01 公开数据集合
1.PlantVillage公开数据集:
https://github.com/spMohanty/PlantVillage-Dataset
2.PlantDoc公开数据集:
https://github.com/pratikkayal/PlantDoc-Dataset
3.WHU-HI(武汉大学无人机高光谱数据集):准确的作物分类和高光谱图像分类
http://rsidea.whu.edu.cn/resource_WHUHi_sharing.htm
4.RiceSeedlingDataset:用于水稻目标检测,水稻幼苗分类
https://github.com/aipal-nchu/RiceSeedlingDataset
5.Purple rapeseed leaves dataset:紫油菜籽叶的分离研究
https://figshare.com/s/e7471d81a1e35d5ab0d1
6.Stewart_NLBimages_2019:北方玉米叶枯萎检测
https://datacommons.cyverse.org/browse/iplant/home/shared/GoreLab/dataFromPubs/Stewart_NLBimages_2019
7.Field images of maize annotated with disease symptoms:玉米疾病检测
https://osf.io/p67rz/
8.RSC:大米计数
https://github.com/JintaoWU/RiceSeedingCounting
9.weedMao:杂草匹配
<https://github.com/viariasv/weedMap/tree/86bf44d3ecde5470f662ff53693fadc542354343 >
10.oilPalmUav:油棕榈生长状况监测
https://github.com/rs-dl/MOPAD
11.HRSCD:土地覆盖测绘以及变化监测
https://ieee-dataport.org/open-access/hrscd-highresolution-semantic-change-detection-dataset
12.CSIF:叶绿素荧光参数的计算
https://figshare.com/articles/dataset/CSIF/6387494
13.LEM+ dataset:作物分类
<https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7701344/ (accessed on 17 October 2021)>
14.EYES IN THE SKIES:药物作物鉴定
https://ieee-dataport.org/documents/eyes-skiesdata-driven-fusion-approach-identifying-drugcrops-remote-sensing-images
15.BreizhCrops:作物分类
https://github.com/dl4sits/BreizhCrops
16.Semantic Segmentation of Crop Type in Ghana:作物分类的语义分割
http://registry.mlhub.earth/10.34911/rdnt.ry138p/
17.Semantic Segmentation of Crop Type in South Sudan:作物分类的语义分割
http://registry.mlhub.earth/10.34911/rdnt.v6kx6n/
18.AgriculturalField-Seg:农田分割
<https://www.aic.uniovi.es/bremeseiro/agriculturalfield-seg/ >
19.EarthExplorer:中央枢纽灌溉系统识别、稻田分割、作物分类
https://earthexplorer.usgs.gov/
20.Copernicus Open Access Hub:硝酸盐和含沙量估算、稻田分割、早期作物分类等。
https://scihub.copernicus.eu/dhus/#/home
21.TimeSen2Crop:作物分类
https://rslab.disi.unitn.it/timesen2crop/
22. Rice Leafs: An image collection four rice diseasest(8.04GB)
https://www.kaggle.com/shayanriyaz/riceleafs
23. Rice Diseases Image Dataset(12.96GB)
https://www.kaggle.com/minhhuy2810/rice-diseases-image-dataset
24. Rice Plant Dataset:Healthy and Unhealthy Rice Plant Dataset(1.35GB)
https://www.kaggle.com/rajkumar898/rice-plant-dataset
25. Rice Diseases (四类数据)(4.92GB)
https://www.kaggle.com/jonathanrjpereira/rice-disease?select=Rice_All
26. Rice Diseases (五类数据)(4.93GB)
https://www.kaggle.com/renzmarrionperea/ricedisease
27. Rice disease: image classification(4.36GB)
https://www.kaggle.com/nurnob101/rice-disease
28. Three Rice Species: 3 Taiwan rice species(3.2GB)
https://www.kaggle.com/yi8306/three-rice-species
29. 杂草与病虫害(部分)数据:
https://pan.baidu.com/s/11uuB-PyM1jK1rzsJpnP1ng?pwd=woqh
提取码:woqh
30. 田间道路数据集
链接:https://pan.baidu.com/s/1oD6pc_8EgL2G6VmhbQHoJA?pwd=7o03
提取码:7o03
31. 290农场数据
链接:https://pan.baidu.com/s/1gbYCXkR9tM_2qYHYEA9vpw?pwd=lpa5
提取码:lpa5