40 skills found · Page 1 of 2
syau-miao / Seg4maizeNo description available
syau-miao / Label3DMaizeAn interactive corn plant point cloud segmentation and annotation software (version 2.0)
tqwei05 / PlantSegA Large-Scale In-the-wild Dataset for Plant Disease Segmentation
shruti821 / Leaf Disease Detection Using Image ProcessingAgricultural productivity is something on which economy highly depends. This is the one of the reasons that disease detection in plants plays an important role in agriculture field, as having disease in plants are quite natural. If proper care is not taken in this area then it causes serious effects on plants and due to which respective product quality, quantity or productivity is affected. For instance a disease named little leaf disease is a hazardous disease found in pine trees in United States. Detection of plant disease through some automatic technique is beneficial as it reduces a large work of monitoring in big farms of crops, and at very early stage itself it detects the symptoms of diseases i.e. when they appear on plant leaves. This paper introduces an efficient approach to identify healthy and diseased or an infected leaf using image processing and machine learning techniques. Various diseases damage the chlorophyll of leaves and affect with brown or black marks on the leaf area. These can be detected using image prepossessing, image segmentation. Support Vector Machine (SVM) is one of the machine learning algorithms is used for classification. The Convolutional Neural Network (CNN) resulted in a improved accuracy of recognition compared to the SVM approach.
Pranesh6767 / Plant Disease Detection Using Digital Image ProcessingThe plant disease detection system with efficient image segmentation and feature extraction algorithms and statistical models.
IsraelAbebe / Plant Disease ExperimentsA project to train and evaluate different dnn models for plant disease detection problem, tackle the problem of scarce real-life representative data, experiment with different generative networks and generate more plant leaf image data and implement segmentation pipeline to avoid miss-classification due to unwanted input
JaWeyl / Leaf Plant Instance SegmentationIn-Field Phenotyping Based on Crop Leaf and Plant Instance Segmentation
mukund-ks / DeepLabV3Plus PyTorchA DeepLab V3+ Model with ResNet 50 Encoder to perform Binary Segmentation Tasks. Implemented with PyTorch.
PRBonn / Leaf Plant Instance SegmentationIn-Field Phenotyping Based on Crop Leaf and Plant Instance Segmentation
mukund-ks / DeepLabV3 SegmentationA DeepLab V3+ Model with choice of Encoder for Binary Segmentation. Implemented with Tensorflow.
ayanc / PlsegPlant Segmentation with Graph Cuts
hosamsherif / LiteSRGAN And LiteUNetOfficial implementation of our paper titled "Lite-SRGAN and Lite-UNet: Towards Fast and Accurate Image Super-Resolution, Segmentation, and Localization for Plant Leaf Diseases"
WUR-ABE / 2D To 3D Segmentation3D plant segmentation: Comparing a 2D-to-3D segmentation method with state-of-the-art 3D segmentation algorithms
rodrygo-c-garcia / Yolov8 Flutter Plant SegmentationModelo de Inteligencia Artificial utilizando Computer Vision para la detección y segmentacion de plantas medicinales en la ciudad de Sucre.
NanH5837 / LettuceMOTSThe implementation of the paper "Segmentation and Tracking of Vegetable Plants by Exploiting Vegetable Shape Feature for Precision Spray of Agricultural Robots"
cerea-daml / Co2 Images SegThe official code for "Segmentation of XCO2 images with deep learning: application to synthetic plumes from cities and power plants", submitted to " Geoscientific Model Development"
jieyi-one / EFF 3DPSEG[Plant Phenomics] Eff-3DPSeg: 3D organ-level plant shoot segmentation using annotation-efficient deep learning
perrydoremi / PlantSegStudioPlant Segmentation Studio–All in One Place for 3D Plant Seg
mehran-tarif / AgriSegmentAgriSegment — A multi-modal plant segmentation suite for agricultural research. It offers four FastAPI-powered tools—Hybrid (SegFormer + SAM), Interactive (real-time SAM), Semantic (batch SegFormer), and Panoptic (Mask2Former)—making AI-driven plant segmentation accessible to non-programmers.
YaoCharlie / Segmentation And Extraction Of Plant Leaf ImagesPython +opencv is used to extract images of plant leaves from large-scale noisy images
