Vision Transformer Classification Transformer Models

Tools and models for image classification using transformer architectures (Vision Transformers, SigLIP, BEiT, etc.). Does NOT include general image captioning, vision-language retrieval, or multi-label classification frameworks without transformer-based implementations.

There are 21 vision transformer classification models tracked. The highest-rated is QData/C-Tran at 38/100 with 280 stars.

Get all 21 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=transformers&subcategory=vision-transformer-classification&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Model	Score	Tier	Stars	Language
1	QData/C-Tran General Multi-label Image Classification with Transformers	38	Emerging	280	Python
2	jesus3476/Fire-Detection-Siglip2 Fire-Detection-Siglip2 is an image classification vision-language encoder...	34	Emerging	3	Python
3	pagraf/Seabed-Net Quick start guide for Seabed-Net	31	Emerging	8	Python
4	moharamfatema/graduation-project Video vision transformers for hierarchical anomaly detection in video scenes.	28	Experimental	5	Jupyter Notebook
5	apollosoldier/Advanced-Classifier The Advanced Classification Model is a deep learning-based approach for...	24	Experimental	3	Python
6	PRITHIVSAKTHIUR/Fire-Detection-Siglip2 Fire-Detection-Siglip2 is an image classification vision-language encoder...	22	Experimental	1	Python
7	mohsenMahmoodzadeh/image-and-text-classifier Deep learning models(CNN, LSTM, BERT) for image and text classification task...	20	Experimental	10	Jupyter Notebook
8	kunjmehta/cross-modal-retrieval-food-ai Course project for 198:536 at Rutgers University. The project is about...	15	Experimental	2	Jupyter Notebook
9	samibahig/Document-Image-Understanding-and-Analysis Document Image Understanding: Analysis of 2 datasets	15	Experimental	1	Jupyter Notebook
10	00200200/Video-Waste-Dumping-Detection---IWDD International Contest on Illegal Waste Dumping Detection	14	Experimental	4	Jupyter Notebook
11	exarchou/Food-Categorization-via-Prediction-of-Ingredients This repository contains the source code for my Thesis in the Department of...	13	Experimental	6	Jupyter Notebook
12	zaaachos/Thesis-Diagnostic-Captioning B.Sc. Thesis Deep Learning & NLP research on Medical Image Captioning	13	Experimental	6	Python
13	nikola310/svhn_classification Classification of house numbers	13	Experimental	2	Jupyter Notebook
14	opencodeiiita/Pestering-Data Build an image classification model working with a real world dataset.	12	Experimental	—	Jupyter Notebook
15	PRITHIVSAKTHIUR/Gym-Workout-Classifier-SigLIP2 Gym-Workout-Classifier-SigLIP2 is an image classification vision-language...	12	Experimental	1	Python
16	lawrenceokolo1/vit-faiss-product-recommendation Production-grade visual product recommendation using ViT + FAISS on Amazon...	11	Experimental	—	Python
17	AD-Archer/hugging-face-foodguesser Food Category Classification - A Python tool that uses deep learning to...	11	Experimental	2	Python
18	PRITHIVSAKTHIUR/Painting-126-DomainNet Painting-126-DomainNet is an image classification vision-language encoder...	11	Experimental	2	Python
19	karthek-git/gic Efficient classification of Mobile Gallery Images	11	Experimental	—	Jupyter Notebook
20	amgawishx/dnn_vision_classifiers End-to-end ML pipeline for trainning different DNN vision classifiers and...	10	Experimental	1	Python
21	PRITHIVSAKTHIUR/Traffic-Density-Classification Traffic-Density-Classification is an image classification vision-language...	10	Experimental	1	Python