plant-pathology 开源项目推荐（57 个）

rodrigobressan /digipathos

Brazilian Agricultural Research Corporation (EMBRAPA) fully annotated dataset for plant diseases. Plug and play installation over PiP.

Borda /kaggle_image-classify

Various Kaggle image classification challenges solutions

openplantpathology /Reproducibility_in_Plant_Pathology

A systematic/quantitative review of articles, which provides a basis for identifying what has been done so far in the field of plant pathology research reproducibility and suggestions for ways to improving it.

pkparthk /Plant-Disease-Detection

AI-powered plant disease detection system using deep learning. Upload plant images to instantly identify 30+ diseases across Apple, Corn, Grape, Potato, Tomato & more crops. Built with FastAPI + React TypeScript. Ready for cloud deployment.

everhartlab /sclerotinia-366

Analysis for "Population structure and phenotypic variation of *Sclerotinia sclerotiorum* from dry bean (*Phaseolus vulgaris*) in the United States"

thesandarson /WiseFarmer

This project is an AI-powered plant disease prediction tool utilizing Convolutional Neural Networks (CNN). It is specialized for identifying diseases in maize, potato, tomato, and rice crops, helping farmers and agricultural professionals detect and manage crop diseases early.

smaranjitghose /corn_pathology_ai

Analysis of various Deep Learning architectures for the detection of Corn🌽 Leaf Diseases

Dmchale92 /Pigrow

Raspberry Pi Grow Box Control Software

Faheem8585 /plant_disease_detection

🌿 AI-powered plant disease detection system using MobileNetV2 transfer learning. Detects 38 plant diseases across 14 crops with 98.55% accuracy. Built with TensorFlow, Keras, and Streamlit. Includes trained model, sample dataset, and web interface.

kissanai /agrivision-bench

Open benchmarks for agricultural vision systems — scored on precision under abstention. Diagnosis track v1.0: three suites, 1,468 cases, frozen contract.

surh /pbi

Microbiome analysis for phosphate-defense interaction

Daniel-Ze /Leaf-disc-scoring

Leaf disc scoring pipeline for estimating the area of infection on leaf discs from inoculation experiments.

kjd-dktech /agbledo

Solution IA dédiée à la surveillance des cultures tropicales, permettant la détection automatique de la mosaïque du manioc et des dégâts causés par la chenille légionnaire d'automne sur le maïs grâce à la vision par ordinateur et à YOLOv11. — https://huggingface.co/kjd-dktech/agbledo01

B-JASWANTH-REDDY /NuKropAI

NuKropAI 🌾🤖 — Production-Ready Agriculture Intelligence

meltem12344 /MobileNetV2-Optimization

Systematic optimization of MobileNetV2 for citrus plant disease detection. Includes 18+ detailed experiments on hyperparameters, augmentations, and fine-tuning. Part of the Agro-AI project for Teknofest 2026.

amitjoshi9627 /medico

Medico is an AI model which assess the health of an apple leaf and classifies to one of the four categories

zkamvar /dissertation

Zhian Kamvar's Ph. D. dissertation from Oregon State University

sfczekalski /SickTrees

Android app for estimating apple tree condition

GuyKabiri /Plant-Pathology-Competition

Kaggle's plant disease image classification competition. Finetuning pre-trained CNN models, loss functions, and optimizers in order to achieve better results.

xborg-qp /argon-bilig-app

Gemlik zeytininde Halkalı Leke ve Pas Akarı için YOLOv8-Seg & EfficientNet-B0 hibrit yapay zekâ teşhis motoru ve zirai reçete sistemi. (TÜBİTAK 2204-A & TEKNOFEST)