IsraelAbebe / plant_disease_experiments
A 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
☆27Updated 5 years ago
Alternatives and similar repositories for plant_disease_experiments:
Users that are interested in plant_disease_experiments are comparing it to the libraries listed below
- Plant disease detection and remedy suggestions using Deep Learning, Server Computing and Android.☆30Updated 5 years ago
- Plant diseases causes many significant damages and losses in crops around the world. Some suitable measures on disease identification sho…☆43Updated 5 years ago
- The plant disease detection system with efficient image segmentation and feature extraction algorithms and statistical models.☆27Updated 3 years ago
- Deep learning using CNN in tensorflow on Kaggle image dataset containing 87,900 different healthy and unhealthy crop leaves spanning 38 u…☆31Updated 3 years ago
- Eye Disease Classification using google images data☆15Updated 3 years ago
- A series of machine learning models that help when fed the dataset of a specie of plants, will help in automating farming tasks.☆23Updated 5 years ago
- Artificial Intelligence app that detects diseases in plants using a deep learning model☆128Updated 6 years ago
- CNN classifier for recognizing plant diseases using Keras☆72Updated 2 years ago
- Identification of crop diseases and pests using Deep Learning framework from the images.☆26Updated 6 years ago
- Automatic detection of plant diseases☆271Updated last year
- Disease classification on different plants with using Machine Learning and Convolutional Neural Networks.☆60Updated 2 years ago
- Agricultural productivity is something on which economy highly depends. This is the one of the reasons that disease detection in plants p…☆32Updated 3 years ago
- Leaf Image Segmentation☆48Updated 2 years ago
- Smart India Hackathon 2k18 project for detecting plant disease based on images of plant leaves having disease☆36Updated 6 years ago
- The Website predicts if the leaf🌿 is healthy or not using by taking plant's left image using Machine Learning🤖☆23Updated 2 years ago
- Remote Plant Disease Detection for Drones. [For AngelHacks Mumbai 2017]☆13Updated 5 years ago
- Regression in Convolutional Neural Network applied to Plant Leaf Count☆19Updated 2 years ago
- Using deep learning model to detect the disease of a plant through the smart phone using camera to scan over leaf and guide them with ins…☆65Updated 4 years ago
- Showcases the use of deep learning to detect wheat heads from crops. The project is based on: https://www.kaggle.com/c/global-wheat-detec…☆18Updated 4 years ago
- Computer Vision Live detection of plant diseases☆12Updated 3 years ago
- ☆98Updated 8 years ago
- Plant Disease Detection is one of the mind-boggling issues when we talk about using Technology in Agriculture. Although researches have b…☆190Updated 2 years ago
- Disease classification on different plants with using Machine Learning and Convolutional Neural Networks.☆19Updated 8 months ago
- The work I did under Dr. S.K. Pal in the 2016 winter break.☆27Updated 8 years ago
- ☆21Updated 5 years ago
- we made the crop and weed detection model using YOLOV3 on agricultural image data.☆115Updated last year
- Aerial Drone Image Semantic Segmentation using U-Net with MobileNetV2 as the backbone architecture in Pytorch☆12Updated 4 years ago
- Wildfire is a natural disaster, causing irreparable damage to local ecosystem. Sudden and uncontrollable wildfires can be a real threat t…☆48Updated 6 years ago
- 🌿Classify Cotton Leaf Disease Images between Fresh or Diseased using Tensorflow Transfer Learning and Deploy it using a flask web server…☆22Updated 4 years ago
- A simple YOLOv3 object detection API in Python (using Flask).☆15Updated 3 years ago