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 22 weed detection classification frameworks tracked. 1 score above 50 (established tier). The highest-rated is AlexOlsen/DeepWeeds at 50/100 with 245 stars.

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#	Framework	Score	Tier	Stars	Language
1	AlexOlsen/DeepWeeds A Multiclass Weed Species Image Dataset for Deep Learning	50	Established	245	C++
2	AutoRoboCulture/Nindamani-the-weed-removal-robot Nindamani, the AI based mechanically weed removal robot	47	Emerging	130	Python
3	liaopeiyuan/TransferDet This is the repository containing team OverFeat's submission to CVPPP 2020's...	44	Emerging	88	Jupyter Notebook
4	ricber/digital-agriculture-datasets Open datasets for training and benchmarking AI and robotic systems in...	42	Emerging	58	—
5	Ildaron/Laser_control Laser for control mosquito, weed, and pest	39	Emerging	1,519	Python
6	B-AROL-O/FREISA Four-legged Robot Ensuring Intelligent Sprinkler Automation	37	Emerging	18	Jupyter Notebook
7	wittyicon29/WeedWatch-Weed-Detection-using-CNN A weed detection model using Convolutional Neural Networks (CNN) is a deep...	33	Emerging	11	Jupyter Notebook
8	EricEchemane/Soil-type-classifier-using-convolutional-neural-network A software that classifies type of soil based on its physical properties...	33	Emerging	7	Dart
9	billygrahamram/WeedCube Opensource proximal hyperspectral image dataset of crops and weeds for deep learning.	29	Experimental	7	Jupyter Notebook
10	souvik0306/Soil-Type-Classification • Designed a classification model with 5 classes and 98% testing accuracy...	28	Experimental	7	Jupyter Notebook
11	EricEchemane/Pixsoil 🌱A machine learning web and mobile application for soil type classification...	27	Experimental	10	TypeScript
12	EricEchemane/Soil-Type-Classifier-Through-Image-Processing Soil Type Classification Through Image Processing and Machine Learning This...	27	Experimental	10	Jupyter Notebook
13	JustinaMichael/SorghumWeedDataset_Classification ‘SorghumWeedDataset_Classification’ is a crop-weed research dataset with...	24	Experimental	1	—
14	Phantom-fs/Soil-Classification-Dataset Soil classification (7 soils) dataset for the paper published in Engineering...	22	Experimental	6	—
15	dinithaw/Final-Year-Project Rice Leaf Disease Recognition using Computer Vision & Targetted...	19	Experimental	2	Jupyter Notebook
16	DanielGallagher02/Final_Year_Project Final Year Project developed for my BSc (Hons) in Computing.	18	Experimental	2	Jupyter Notebook
17	JustinaMichael/CNN_Sorghum_Weed_Classifier 'CNN_Sorghum_Weed_Classifier' is an artificial intelligence (AI) based...	18	Experimental	2	Jupyter Notebook
18	Enyongzhao/weed-detection-spatial-analysis Computer vision pipeline for weed detection and spatial analysis using...	15	Experimental	1	Python
19	Vinayaka20/weed-detection-ml AI-based weed detection using CNN for image classification (crop vs weed)	14	Experimental	—	Python
20	mariiammaysara/FarmerEye AI & IoT-powered robotic car for real-time plant disease detection using...	13	Experimental	—	Jupyter Notebook
21	hrshtmhta/weed-detection-model Final certification project in the Upskill Campus internship from...	11	Experimental	—	Jupyter Notebook
22	Mahamadou-dev/AgriScan-Niger Digitalizing Nigerien agriculture: A comprehensive platform for detecting...	10	Experimental	1	Jupyter Notebook

Comparisons in this category

Soil-type-classifier-using-convolutional-neural-network and Soil-Type-Classifier-Through-Image-Processing (33 vs 27)