Weed Detection Classification ML Frameworks

Tools for detecting, identifying, and classifying weeds in agricultural settings using computer vision and deep learning. Includes datasets, models, and applications for weed vs. crop distinction. Does NOT include general plant disease detection, pest management beyond weeds, or non-agricultural image classification.

There are 20 weed detection classification frameworks tracked. The highest-rated is AlexOlsen/DeepWeeds at 43/100 with 245 stars.

Get all 20 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	AlexOlsen/DeepWeeds A Multiclass Weed Species Image Dataset for Deep Learning	43	Emerging	245	C++
2	AutoRoboCulture/Nindamani-the-weed-removal-robot Nindamani, the AI based mechanically weed removal robot	40	Emerging	130	Python
3	ricber/digital-agriculture-datasets Open datasets for training and benchmarking AI and robotic systems in...	39	Emerging	58	—
4	liaopeiyuan/TransferDet This is the repository containing team OverFeat's submission to CVPPP 2020's...	37	Emerging	88	Jupyter Notebook
5	Ildaron/Laser_control Laser for control mosquito, weed, and pest	32	Emerging	1,519	Python
6	B-AROL-O/FREISA Four-legged Robot Ensuring Intelligent Sprinkler Automation	30	Emerging	18	Jupyter Notebook
7	wittyicon29/WeedWatch-Weed-Detection-using-CNN A weed detection model using Convolutional Neural Networks (CNN) is a deep...	26	Experimental	11	Jupyter Notebook
8	EricEchemane/Soil-type-classifier-using-convolutional-neural-network A software that classifies type of soil based on its physical properties...	26	Experimental	7	Dart
9	billygrahamram/WeedCube Opensource proximal hyperspectral image dataset of crops and weeds for deep learning.	22	Experimental	7	Jupyter Notebook
10	JustinaMichael/SorghumWeedDataset_Classification ‘SorghumWeedDataset_Classification’ is a crop-weed research dataset with...	22	Experimental	1	—
11	souvik0306/Soil-Type-Classification • Designed a classification model with 5 classes and 98% testing accuracy...	21	Experimental	7	Jupyter Notebook
12	EricEchemane/Soil-Type-Classifier-Through-Image-Processing Soil Type Classification Through Image Processing and Machine Learning This...	20	Experimental	10	Jupyter Notebook
13	EricEchemane/Pixsoil 🌱A machine learning web and mobile application for soil type classification...	20	Experimental	10	TypeScript
14	Enyongzhao/weed-detection-spatial-analysis Computer vision pipeline for weed detection and spatial analysis using...	15	Experimental	1	Python
15	Phantom-fs/Soil-Classification-Dataset Soil classification (7 soils) dataset for the paper published in Engineering...	15	Experimental	6	—
16	Vinayaka20/weed-detection-ml AI-based weed detection using CNN for image classification (crop vs weed)	14	Experimental	—	Python
17	dinithaw/Final-Year-Project Rice Leaf Disease Recognition using Computer Vision & Targetted...	13	Experimental	2	Jupyter Notebook
18	mariiammaysara/FarmerEye AI & IoT-powered robotic car for real-time plant disease detection using...	11	Experimental	—	Jupyter Notebook
19	DanielGallagher02/Final_Year_Project Final Year Project developed for my BSc (Hons) in Computing.	11	Experimental	2	Jupyter Notebook
20	JustinaMichael/CNN_Sorghum_Weed_Classifier 'CNN_Sorghum_Weed_Classifier' is an artificial intelligence (AI) based...	11	Experimental	2	Jupyter Notebook