Flower Species Classification ML Frameworks

Image classification projects specifically focused on identifying and categorizing flower species from photographs. Does NOT include general image classification, other plant/animal classification, or non-visual flower recognition tasks.

There are 34 flower species classification frameworks tracked. The highest-rated is imfing/keras-flask-deploy-webapp at 44/100 with 1,213 stars.

Get all 34 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	imfing/keras-flask-deploy-webapp :smiley_cat: Pretty & simple image classifier app template. Deploy your own...	44	Emerging	1,213	JavaScript
2	Silvestre17/DL_RareSpecies_ImageClassification_MasterProject 🌿 Deep Learning project classifying rare species from images using the...	30	Emerging	3	Jupyter Notebook
3	harshjuly12/Fine-tuning-ResNet50-for-Food-Classification Fine-tuning ResNet50 for Food Classification means adapting a pre-trained...	26	Experimental	6	Jupyter Notebook
4	silviomori/udacity-deeplearning-pytorch-challenge-lab Repository with code for PyTorch Challenge Lab	25	Experimental	23	Jupyter Notebook
5	alamehan/skripsi-cnn-anggrek 👨‍🎓 Proyek Tugas Akhir : Anggrek Classifier. Klasifikasi Genus Tanaman...	24	Experimental	27	Jupyter Notebook
6	Hassan-Djidda/Pretrained-Image-Classifier Use pretrained image classifier and evaluate it performance on image dataset.	24	Experimental	4	Python
7	mdzaheerjk/Solar-Panel-Defect-Classification-Using-Deep-Learning This project focuses on building and deploying image classification models...	23	Experimental	7	—
8	victor-iyi/flower-classification Classification of flowers with a deep convolutional neural network.	22	Experimental	1	Jupyter Notebook
9	vish15wa/CSE623_Learning_Machines This project develops a Machine Learning system to automatically count...	22	Experimental	—	—
10	firaja/flowers-classification Classification of flowers from Oxford Flowers 102 dataset	20	Experimental	43	TeX
11	andigles/flower-image-classifier PyTorch CLI flower classifier (transfer learning): train + predict (top-K).	19	Experimental	—	HTML
12	Afz-Mawardi/AI_Flower_Classifier AI Flower Classifier - klasifikasi 102 jenis bunga (web expiry date: 28 01 2026)	19	Experimental	—	CSS
13	LIU42/FlowerClassify 基于 ResNet 的花卉分类识别系统。	18	Experimental	47	Python
14	SadmanSakib93/Petals-to-the-Metal-Flower-Classification-Kaggle This notebook is the solution for Kaggle's Petals to the Metal - Flower...	18	Experimental	2	Jupyter Notebook
15	sondosaabed/Flowers-Image-Classifier-with-Deep-Learning-TF Implementing an image classifier model using deep learning with Tensorflow....	18	Experimental	4	Jupyter Notebook
16	aemonge/alicia A CLI to download, create, modify, train, test, predict and compare an image...	17	Experimental	2	Python
17	karindaamelia/Blooming-with-AI-Deep-Learning-for-Flower-Image-Classification Built a deep learning model for flower image classification using the...	16	Experimental	1	Jupyter Notebook
18	AnhQuoc533/flower-classification-project Command line application for an image classifier that recognizes different...	16	Experimental	2	Jupyter Notebook
19	AsadiAhmad/100-Sports-Image-Classification A deep learning project for sport image classification using a custom...	16	Experimental	9	Jupyter Notebook
20	Hazrat-Ali9/Bangladesh-Election-Voter-Tracker-with-Machine-Learning 🏥 Bangladesh 🏨 Election 🏦 Voter 🏩 Tracker 🏪 Machine 🏫 Learning 🏬 is 🏭 a 🏯...	16	Experimental	2	—
21	WorthStudy/animal-classification 基于 EfficientNetV2B0 的动物图像多分类（10种）模型	15	Experimental	6	Python
22	3ba2ii/Flower-Classifier AI Programming with Python Nanodegree Project to classify any given flowers.	15	Experimental	1	Jupyter Notebook
23	Rafixyz007/bangladeshi-snake-identifier A computer vision project for Bangladeshi Snake species recognition	15	Experimental	—	Jupyter Notebook
24	Softdude47/Flower-17-dataset labelled flower-17 dataset	15	Experimental	1	—
25	shahin-ro/Flower-Recognition 🌹Automatic flower recognition using deep learning! This project leverages...	14	Experimental	3	Jupyter Notebook
26	GopalGB/jewelry-finetune-data Training data for jewelry classification fine-tuning	14	Experimental	—	—
27	Kavya-sree/Hair-Type-Classifier A hair type classifier build using fastai	12	Experimental	4	Jupyter Notebook
28	jagadishdas21/eco-ai This repository contains the code and results for a project focused on the...	12	Experimental	1	Jupyter Notebook
29	gfhdugdusgh/Flower-Classification-MobileNetV2 🌸 Classify six common flower species using MobileNetV2 with a focus on...	11	Experimental	—	—
30	irgidev/kaggle-flower-classification-tpu A deep learning solution for Kaggle's "Petals to the Metal" competition....	11	Experimental	—	—
31	wildanmujjahid29/Tom-And-Jerry-Image-Classification Klasifikasi gambar Karakter Tom & Jerry	11	Experimental	2	Jupyter Notebook
32	Attornado/yum-or-yuck-butterfly-classification Main repository for a Kaggle machine learning competition, concerning the...	11	Experimental	2	Python
33	BashairAlsadhan/udacity_image_classifier_project Bloom is a project utilizing PyTorch and Jupyter notebooks to develop an...	10	Experimental	1	HTML
34	dalalbinhumaid/flowers-classifier The second project of Udacity's Introduction to Machine Learning with...	10	Experimental	1	HTML