GitHub topics: flower-classification

Repositories

SahilKumarTech/Iris_Flower_Classification_Project

This project focuses on building a machine learning model to classify Iris flowers into three species: Setosa, Versicolor, and Virginica based on their sepal and petal measurements. Using the well-known Iris dataset, I developed and trained a model capable of accurately predicting the species of unseen Iris flowers.

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adrinorosario/scratch-or-finetune-on-small-datasets

A comparative study of the benefits of transfer learning over building a custom CNN architecture for a very small dataset.

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96ibman/streamlit-flower-recognition

Streamlit Application for Flower Recognition using MobileNet

Language: Python - Size: 22.4 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 1 - Forks: 0

cocoa-ai/FlowersVisionDemo

🌸 iOS11 demo application for flower classification.

Language: Swift - Size: 1.48 MB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 102 - Forks: 11

firaja/flowers-classification

Classification of flowers from Oxford Flowers 102 dataset

Language: TeX - Size: 33.3 MB - Last synced at: 26 days ago - Pushed at: over 1 year ago - Stars: 35 - Forks: 5

yuvrajsaraogi/-Iris-Flower-Classification

Iris flower has three species; setosa, versicolor, and virginica, which differs according to their measurements. Now assume that you have the measurements of the iris flowers according to their species, and the task is to train a machine learning model that can learn from the measurements of the iris species and classify them.

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andreamoleri/Floranet

A deep learning notebook focused on classifying flowers from the Oxford Flower Dataset. By leveraging transfer learning with VGG16, DenseNet121, and InceptionV3, Floranet explores techniques like layer freezing and data augmentation to achieve high classification accuracy with minimal error.

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jitendrakumar13/FlowerAI-Classifier

Simple model is used to for the prediction but the data entered by the user is saved on SQL database

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Brazer27/Iris-Classification

A Python implementation of Naive Bayes algorithm for Iris flower classification. Features include cross-validation, data preprocessing, and prediction capabilities. Built from scratch without ML libraries, achieving ~95% accuracy on the classic Iris dataset.

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SadmanSakib93/Petals-to-the-Metal-Flower-Classification-Kaggle

This notebook is the solution for Kaggle's Petals to the Metal - Flower Classification on TPU challenge: https://www.kaggle.com/c/tpu-getting-started

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oleksandr-g-rock/flower_classification

Image Classifications: Flowers Recognition

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pengyingshu/Orchid2024

Orchid2024: A cultivar-level dataset and methodology for fine-grained classification of Chinese Cymbidium Orchids.

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Depth-Semantic-Aware-Image-Generation/TBrain_Orchid-Classification-Competition

The competition on the TBrain platform involves using artificial intelligence, machine learning, and deep learning to train high-accuracy orchid image recognition models.

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ramiyappan/Kmeans-scratch

Predict the type of flower based on standard Iris dataset and deal with Image data (pixels) to predict hand-written digits (0-9) using K-Means Clustering Algorithm.

Language: Python - Size: 15.8 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

SINGHxTUSHAR/FloraVision

In this Project we classify different categories of Flowers using a Pre-Trained model and also using the functionality of Streamlit Application to build an API or frontend for the Project along with the various libraries of python for proper functioning of Model.

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Adityathere/Flower-Classification-using-CNN

Classification of flowers using Convolutional Neural Network

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GauravG-20/Flower-Breed-Image-Classifier

Project code for Udacity's AI Programming with Python Nanodegree program. In this project, code was developed for an image classifier built with PyTorch, then converted into command line applications: train.py, predict.py.The image classifier recognizes different species of flowers.

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cavadibrahimli1/Flower_Recognition_using_CNN_MobilenetV2

Welcome to the Flower Recognition Using Convolutional Neural Network project! This repository features a deep learning model designed to accurately classify and recognize different flower species using Convolutional Neural Networks (CNNs). The project utilizes the MobileNetV2 architecture for its efficiency in image recognition tasks.

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roissyahf/Flower-Species-Prediction

Predict Flower Species with Pre-trained Model

Language: Python - Size: 2.63 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

khanaabidabdal/Flower-classification

Flower Classification With Transfer Learning.

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Jeannick94/Flower-Recognition-Using-CNN

A simple web site to classify flowers into 5 classes using CNN

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NajiAboo/vgg16_vgg16_scratch

build vgg16 and vgg19 network from scratch. Used flower data set which can be downloaded from kaggle

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NajiAboo/CNN_Architecutre_Comparison

Comparing 5 different CNN architectures for MNIST, CIFAR 10 and Flower dataset

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nayel71/decision-tree

A program to classify flowers using a decision tree

Language: C++ - Size: 42 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

Tevingatheru/k-nn-flower-classifier

This project uses the K-NN algorith to classify flowers. Written in CPP.

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AK3847/Flower-Species-Prediction

A project made for internship at Coding Samurai

Language: Python - Size: 93.5 MB - Last synced at: 23 days ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

ikbalsingh/Flower-Classification

Multi Class Flower Image classification

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VyjayanthiPolapragada/Logistic_Regression_Classifier

Built a classifier using Logistic Regression model to classify different species of flowers

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AnnaTe/arnica

flowersegmentationtool

Language: Python - Size: 1.68 GB - Last synced at: about 5 hours ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

achgls/flower-species-classification

Species classification challenge as part of a course on Artificial Neural Networks and Deep Learning

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rmit-denominator/bloomsage-ml Fork of miketvo/rmit2023a-cosc2753-assignment2

BloomSage ML Component

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himansh18131018/flower-classification-using-machine-learning-algorithm

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guptaharshnavin/DeepFlowerNet-Flower-Recognition-Using-Keras

Recognition of type of Flower from image using CNN, using Keras with Tensorflow backend

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kalthommusa/Flower-Image-Classifier

Project-2 of Udacity's Introduction to Machine Learning with TensorFlow Nanodegree. "Flower Image Classifier" is a Deep Learning Project with TensorFlow that aims to build a Keras model that accurately predicts the type of a particular flower among 102 different flower types, and then converts the developed image classifier into a command-line application.

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Nguyendat-bit/MobilenetV1

Implementation of MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

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Shape-Of-AI-Bricks/Flower_iris

Flower_iris

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peacefulotter/tulip

🌷 tulip - CNN classifying flowers from the Flower102 dataset

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mohamed-mostafa-hella/BFCAI_project_Flowers_Recognition

AI project using deep learning (CNN) to flower classification

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sankalpjain99/Flower-Species-Classifier

Trained an image classifier to identify a total of 102 flower species. Data Augmentation was used to bring variety in the dataset. I also made a command-line interface for training and testing our model with various parameters using the ArgumentParser library in Python. Transfer Learning with VGG16 and Densenet121 was used to train our neural network using PyTorch.

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abdullah-abunada/image_classification

The goal of this project is to build a web application that will be trained on a set of labeled flower images to make predictions on the given input.

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apurva-modi/Flower-classification

In this competition, we’re challenged to build a machine learning model that identifies the type of flowers in a dataset of images (for simplicity, we’re sticking to just over 100 types).

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murufeng/Garden-Iris

鸢尾花的分类

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AryanKaushal2002/Flower-Species-Prediction-Model

Model to predict the species of Iris flower by giving various data about the flower.

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Sahill17/Flower_Detector

This application detects flowers with the help of model created on google colab with python and tensorflow. for creating this application flutter and dart is used.

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Dhanvine321/AI-Flower-Classifier

The Flower Classifier is a AI Web App designed to classify pictures of flowers into five main classes: daisy, dandelion, roses, sunflowers, and tulips. It is the first application in which I practiced concepts such as Flask API and Tramsfer learning and taking AI models, deploying them on a simple web app which i dont intent to improve design lol

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miketvo/rmit2023a-cosc2753-assignment2

RMIT Vietnam, Semester 2023A - COSC2753 Machine Learning - Assignment 2

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Siddhipatade/Irish-Flower

Irish Flower-classification

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nikita-bachhas/IoTCourseProject

Users can take or upload any image of a flower and the type of flower is recognised and returned

Language: Java - Size: 543 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

rondinif/phytojs

A modern javascript toolkit to search about plants on open data

Language: JavaScript - Size: 4.47 MB - Last synced at: 8 days ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1

Thehunk1206/flora-probe

Flutter application for recognizing 15 types of flower

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ghoshsujoy19/FruitFlowerClassifier

Android app for Flower and Fruit Classification

Language: Java - Size: 67.3 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 1

rakeshkanneeswaran/Project-FlowerSpecies-MachineLearning

Git repo of a flower species detection project using Random Forest ML. Classifies species based on petal/sepal length & width. Includes Python code for training, prediction & evaluation. Accurate & efficient tool for automatic flower species identification.

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