Spatial Pyramid Pooling on top of AlexNet using tensorflow. ***New updates for SPPnet in Pytorch**
Deep-Plant: Plant Classification with CNN/RNN. It consists of CAFFE/Tensorflow implementation of our PR-17, TIP-18 (HGO-CNN & PlantStructNet) and MalayaKew dataset.
Image classification of wildflowers using deep residual learning and convolutional neural nets
Combine many organs from a plant to predict their species
Developed a Plant Species Identification system using Flask and the ResNet9 model. This tool accurately identifies plant species from images, making it indispensable for botany enthusiasts. Key skills involved include Convolutional Neural Networks (CNN), HTML, CSS, and Python.
Source code for the paper "Automatic Fused Multimodal Deep Learning for Plant Identification" (Alfreds Lapkovskis, Natalia Nefedova & Ali Beikmohammadi, 2024)
The Plant-Image-Batch-ID is a Python-based Jupyter Notebook designed for automated plant identification from a directory of images that utilizes the PlantNet API.
Plant Sense 🌿🌱- the avant-garde plant disease identification application!! Stepping into the world where technology meets nature, and code turns into lush greenery. Welcome to our GitHub Garden, where we nurture the extraordinary! 🚀 🌟
Identification of images containing invasive species using convolutional neural networks
An Android app that helps you identify and explore the rich diversity of plants.
Source code of a sample iOS app for the paper "Automatic Fused Multimodal Deep Learning for Plant Identification" (Alfreds Lapkovskis, Natalia Nefedova & Ali Beikmohammadi, 2024)
This Invasive Plants App enables users to identify region-specific invasive plants through photo identification and suggests alternative non-invasive plants to plant instead.
HunterLeaf es una aplicación web que permite buscar plantas cercanas a una ubicación específica, utilizando la API de iNaturalist, con opciones para filtrar por género y visualizar resultados en un mapa interactivo.
This is the backend of smartfarmerapp. It is an application that identify plant species and diseases to help farmers save yield and improve quality of their output. This would have multiplier effect throughout the agricultural value chain
A scaled down bootstrap version of a similar C# plant identification app using TaffyDB instead of Sql.
AI Bots is a collection of AI-powered bots that utilize APIs across platforms like Discord, Telegram, and YouTube. These bots offer diverse functionalities, including text and image generation, video summarization, and plant identification.
A Flutter app for identifying plants using the device's camera.
GreenThumb AI is a comprehensive React Native mobile application powered by AI, designed to help users identify plants, detect diseases, and receive personalized plant care advice. The app combines advanced AI technologies with a user-friendly interface to make plant management accessible and effective for everyone.
A web app built with React and Next.js that allows users to upload or capture plant images and get detailed information using a plant identification API
MyGreenEyeD for ESRM 331, Spring 2020 at UW
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