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 22 vision transformer classification models tracked. The highest-rated is QData/C-Tran at 45/100 with 280 stars.

Get all 22 projects as JSON

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

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#	Model	Score	Tier	Stars	Language
1	QData/C-Tran General Multi-label Image Classification with Transformers	45	Emerging	280	Python
2	jesus3476/Fire-Detection-Siglip2 Fire-Detection-Siglip2 is an image classification vision-language encoder...	41	Emerging	3	Python
3	pagraf/Seabed-Net Quick start guide for Seabed-Net	37	Emerging	8	Python
4	moharamfatema/graduation-project Video vision transformers for hierarchical anomaly detection in video scenes.	35	Emerging	5	Jupyter Notebook
5	apollosoldier/Advanced-Classifier The Advanced Classification Model is a deep learning-based approach for...	31	Emerging	3	Python
6	PRITHIVSAKTHIUR/Fire-Detection-Siglip2 Fire-Detection-Siglip2 is an image classification vision-language encoder...	29	Experimental	1	Python
7	mohsenMahmoodzadeh/image-and-text-classifier Deep learning models(CNN, LSTM, BERT) for image and text classification task...	27	Experimental	10	Jupyter Notebook
8	kunjmehta/cross-modal-retrieval-food-ai Course project for 198:536 at Rutgers University. The project is about...	22	Experimental	2	Jupyter Notebook
9	zaaachos/Thesis-Diagnostic-Captioning B.Sc. Thesis Deep Learning & NLP research on Medical Image Captioning	20	Experimental	6	Python
10	PRITHIVSAKTHIUR/Gym-Workout-Classifier-SigLIP2 Gym-Workout-Classifier-SigLIP2 is an image classification vision-language...	19	Experimental	1	Python
11	AD-Archer/hugging-face-foodguesser Food Category Classification - A Python tool that uses deep learning to...	18	Experimental	2	Python
12	00200200/Video-Waste-Dumping-Detection---IWDD International Contest on Illegal Waste Dumping Detection	18	Experimental	4	Jupyter Notebook
13	PRITHIVSAKTHIUR/Painting-126-DomainNet Painting-126-DomainNet is an image classification vision-language encoder...	18	Experimental	2	Python
14	PRITHIVSAKTHIUR/Traffic-Density-Classification Traffic-Density-Classification is an image classification vision-language...	17	Experimental	1	Python
15	amgawishx/dnn_vision_classifiers End-to-end ML pipeline for trainning different DNN vision classifiers and...	17	Experimental	1	Python
16	lawrenceokolo1/vit-faiss-product-recommendation Production-grade visual product recommendation using ViT + FAISS on Amazon...	13	Experimental	—	Python
17	daniel-furman/CV-feature-eng-experiments Hugging Face models are all you need for “vanilla” image classification	11	Experimental	—	Python
18	arnabd64/Transformers-Image-Classification Fine Tune a Transformers based Image Classification on Google Colab model...	11	Experimental	—	Jupyter Notebook
19	RHasan97/Recipe-classifier This model can classify 55 different types of food based on the food...	11	Experimental	—	Jupyter Notebook
20	zeeshanAhsan1/Image-Classification-Using-Vision-Transformers Academic Project where Image Classification has been explored using CNN...	11	Experimental	3	Jupyter Notebook
21	karthek-git/gic Efficient classification of Mobile Gallery Images	11	Experimental	—	Jupyter Notebook
22	warun1801/Transformer-based-Video-Classifier A transformer based video classification model. It is being used for...	10	Experimental	2	Jupyter Notebook