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 53 flower species classification frameworks tracked. 1 score above 50 (established tier). The highest-rated is imfing/keras-flask-deploy-webapp at 51/100 with 1,213 stars.

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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...	51	Established	1,213	JavaScript
2	Silvestre17/DL_RareSpecies_ImageClassification_MasterProject 🌿 Deep Learning project classifying rare species from images using the...	37	Emerging	3	Jupyter Notebook
3	harshjuly12/Fine-tuning-ResNet50-for-Food-Classification Fine-tuning ResNet50 for Food Classification means adapting a pre-trained...	33	Emerging	6	Jupyter Notebook
4	silviomori/udacity-deeplearning-pytorch-challenge-lab Repository with code for PyTorch Challenge Lab	32	Emerging	23	Jupyter Notebook
5	alamehan/skripsi-cnn-anggrek 👨‍🎓 Proyek Tugas Akhir : Anggrek Classifier. Klasifikasi Genus Tanaman...	31	Emerging	27	Jupyter Notebook
6	Hassan-Djidda/Pretrained-Image-Classifier Use pretrained image classifier and evaluate it performance on image dataset.	31	Emerging	4	Python
7	victor-iyi/flower-classification Classification of flowers with a deep convolutional neural network.	29	Experimental	1	Jupyter Notebook
8	firaja/flowers-classification Classification of flowers from Oxford Flowers 102 dataset	27	Experimental	43	TeX
9	LIU42/FlowerClassify 基于 ResNet 的花卉分类识别系统。	25	Experimental	47	Python
10	sondosaabed/Flowers-Image-Classifier-with-Deep-Learning-TF Implementing an image classifier model using deep learning with Tensorflow....	25	Experimental	4	Jupyter Notebook
11	mdzaheerjk/Solar-Panel-Defect-Classification-Using-Deep-Learning This project focuses on building and deploying image classification models...	25	Experimental	7	—
12	SadmanSakib93/Petals-to-the-Metal-Flower-Classification-Kaggle This notebook is the solution for Kaggle's Petals to the Metal - Flower...	25	Experimental	2	Jupyter Notebook
13	vish15wa/CSE623_Learning_Machines This project develops a Machine Learning system to automatically count...	22	Experimental	—	—
14	Softdude47/Flower-17-dataset labelled flower-17 dataset	22	Experimental	1	—
15	karindaamelia/Blooming-with-AI-Deep-Learning-for-Flower-Image-Classification Built a deep learning model for flower image classification using the...	22	Experimental	1	Jupyter Notebook
16	3ba2ii/Flower-Classifier AI Programming with Python Nanodegree Project to classify any given flowers.	22	Experimental	1	Jupyter Notebook
17	AsadiAhmad/100-Sports-Image-Classification A deep learning project for sport image classification using a custom...	22	Experimental	9	Jupyter Notebook
18	Afz-Mawardi/AI_Flower_Classifier AI Flower Classifier - klasifikasi 102 jenis bunga (web expiry date: 28 01 2026)	21	Experimental	—	CSS
19	andigles/flower-image-classifier PyTorch CLI flower classifier (transfer learning): train + predict (top-K).	21	Experimental	—	HTML
20	WorthStudy/animal-classification 基于 EfficientNetV2B0 的动物图像多分类（10种）模型	21	Experimental	6	Python
21	shahin-ro/Flower-Recognition 🌹Automatic flower recognition using deep learning! This project leverages...	20	Experimental	3	Jupyter Notebook
22	AnhQuoc533/flower-classification-project Command line application for an image classifier that recognizes different...	20	Experimental	2	Jupyter Notebook
23	Kavya-sree/Hair-Type-Classifier A hair type classifier build using fastai	19	Experimental	4	Jupyter Notebook
24	aemonge/alicia A CLI to download, create, modify, train, test, predict and compare an image...	19	Experimental	2	Python
25	jagadishdas21/eco-ai This repository contains the code and results for a project focused on the...	18	Experimental	1	Jupyter Notebook
26	Attornado/yum-or-yuck-butterfly-classification Main repository for a Kaggle machine learning competition, concerning the...	18	Experimental	2	Python
27	wildanmujjahid29/Tom-And-Jerry-Image-Classification Klasifikasi gambar Karakter Tom & Jerry	18	Experimental	2	Jupyter Notebook
28	BashairAlsadhan/udacity_image_classifier_project Bloom is a project utilizing PyTorch and Jupyter notebooks to develop an...	17	Experimental	1	HTML
29	Rafixyz007/bangladeshi-snake-identifier A computer vision project for Bangladeshi Snake species recognition	17	Experimental	—	Jupyter Notebook
30	dalalbinhumaid/flowers-classifier The second project of Udacity's Introduction to Machine Learning with...	17	Experimental	1	HTML
31	Hazrat-Ali9/Bangladesh-Election-Voter-Tracker-with-Machine-Learning 🏥 Bangladesh 🏨 Election 🏦 Voter 🏩 Tracker 🏪 Machine 🏫 Learning 🏬 is 🏭 a 🏯...	15	Experimental	2	—
32	GopalGB/jewelry-finetune-data Training data for jewelry classification fine-tuning	14	Experimental	—	—
33	irgidev/kaggle-flower-classification-tpu A deep learning solution for Kaggle's "Petals to the Metal" competition....	13	Experimental	—	—
34	gfhdugdusgh/Flower-Classification-MobileNetV2 🌸 Classify six common flower species using MobileNetV2 with a focus on...	13	Experimental	—	—
35	simars/classify_plants_animals_tf Tenserflow Classify Plants and Animals	12	Experimental	5	Java
36	JeanPoffo/flowers-recognition 💮 Flowers recognition with Keras	12	Experimental	8	Jupyter Notebook
37	Ahad-Al-Seraihi/Image-Classifier-with-TensorFlow I built a Python application that trained an image classifier on an Oxford...	11	Experimental	—	HTML
38	MAbdelhamid2001/Image-Classifier Developing Flowers Image Classifier with Deep Learning	11	Experimental	—	HTML
39	Emmanuel-Samuel/ai_image_classifier A command line executable AI image classifier app	11	Experimental	—	HTML
40	rasmodev/Flower_Classification_using_Deep_Learning Flower Classification using Deep Learning is a computer vision project that...	11	Experimental	—	HTML
41	Priyanka-Mahule/Image-Classifier-Tensorflow Trained an image classifier to recognise different species of flowers using...	11	Experimental	—	HTML
42	CrispenGari/SSI 🐍Snake Specie Indentification (SSI) is a deep learning API for classifying...	11	Experimental	—	Jupyter Notebook
43	cleriselune/Butterfly-CNN-Classification machine learning model differentiating types of butterflies🦋	11	Experimental	2	Jupyter Notebook
44	lubnaonline228/Bangladeshi-Flower-Recognition A Machine Learning application to recognize Bangladeshi flowers	11	Experimental	—	HTML
45	mmhamdy/zohoor A CLI application that predicts flower species from image	11	Experimental	3	HTML
46	SubhangiSati/Identification-of-Gemstone-using-MobileNetV2-and-transfer-learning The project focuses on Identification of various Gemstone. The dataset...	11	Experimental	4	Jupyter Notebook
47	ahmedtanvir47/Sports-Equipment-Recognizer Recognize images of different types of sports instrument	11	Experimental	—	Jupyter Notebook
48	akhilchibber/Flower-Recognition Deep Learning based Flower Recognition	11	Experimental	—	Jupyter Notebook
49	Depth-Semantic-Aware-Image-Generation/TBrain_Orchid-Classification-Competition The competition on the TBrain platform involves using artificial...	10	Experimental	2	Python
50	rezapace/Machine-Learning-fish-classification Proyek ini bertujuan untuk mengklasifikasikan jenis ikan menggunakan model...	10	Experimental	2	Jupyter Notebook
51	PurvikaJoshi01/Classification-of-Snake It a project on classification of species of snake into venomous and...	10	Experimental	2	Jupyter Notebook
52	Abdulrahmankhaled11/Flowers_Classification-DeepLearning Classification for flowers Images using Deep learning [ Convolutional...	10	Experimental	2	Jupyter Notebook
53	PurvikaJoshi01/Gemstone-Classification This repository presents a gemstone classification project employing...	10	Experimental	2	Jupyter Notebook