Agriculture
Crop Disease Diagnosis from Farmer Photos
Farmers photograph a diseased plant in a phone app and AI returns a diagnosis and treatment advice.
visionunverified
Named Models
The research names no model for this use case.
Where this comes from
Models the research names for this use case. Research, with sources on each model record.
Who Runs It
production, 1
Neurafarm (PT Neura Cipta Nusantara)Country: IndonesiaDr. Tania chatbot app with AI image diagnosis of plant diseasesVendor: NeurafarmproductionDate10 Sep 201914 plants and 33 diseases identified in 2019; no accuracy or user figures on the pageEvidence: company statementConfidence: lowSource: itb.ac.id
Where this comes from
Documented uses by named organisations. The evidence column says who made the claim.
Candidate Models
COCO val
A general benchmark for this model class, not a test on this use case. Object detection and segmentation AP (mAP50-95). Higher is better. Showing 10 of 11.
RF-DETR 2XLRoboflow vendor-reported60.1
YOLO26xUltralytics vendor-reported57.5YOLO26lUltralytics vendor-reported55
D-FINEUniversity of Science and Technology of China (USTC), Institute of Artificial Intelligence, Hefei Comprehensive National Science Center independent55RF-DETR MRoboflow vendor-reported54.7YOLO26mUltralytics vendor-reported53.1RF-DETR SRoboflow vendor-reported52.9YOLO26sUltralytics vendor-reported48.6YOLO11Ultralytics independent48.3RF-DETR NRoboflow vendor-reported48050100
YOLO26lUltralytics, visionReleasedJan 2026open weightsruns on edgehas scoreslast 18 monthsYOLO26mUltralytics, visionReleasedJan 2026open weightsruns on edgehas scoreslast 18 monthsYOLO26nUltralytics, visionReleasedJan 2026open weightsruns on edgehas scoreslast 18 monthsYOLO26sUltralytics, visionReleasedJan 2026open weightsruns on edgehas scoreslast 18 monthsYOLO26xUltralytics, visionReleasedJan 2026open weightshas scoreslast 18 monthsRF-DETR 2XLRoboflow, visionReleasedNov 2025runs on edgehas scoreslast 18 monthsRF-DETR MRoboflow, visionReleasedNov 2025runs on edgehas scoreslast 18 monthsRF-DETR NRoboflow, visionReleasedNov 2025runs on edgehas scoreslast 18 monthsRF-DETR SRoboflow, visionReleasedNov 2025runs on edgehas scoreslast 18 months
SAM 3Meta, visionReleasedNov 2025open weightshas scoreslast 18 monthsShowing 10 of 660. All models of this class
Where this comes from
Derived, not researched: models in the directory whose class matches a class this use case uses, excluding family records and models shut down or deprecated. Ranked by how many fit facts they meet, then by release date. Each fit fact is read from the model record.
Links
Modelsnone recorded
Sources
- itb.ac.id/news/identifying-plant-diseases-using-a-smart... https://itb.ac.id/news/identifying-plant-diseases-using-a-smartphone-app-dr-tania/57246
To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Crop Disease Diagnosis from Farmer Photos", https://aurion.semai.id/usecases/ag-crop-disease-diagnosis-app/, records of October 2026.