BLIP Image Captioning Transformer Models

End-to-end image captioning systems using BLIP models, including web interfaces, fine-tuning, batch processing, and caption generation. Does NOT include general vision-language models, CLIP embeddings, or non-captioning vision tasks like classification or object detection.

There are 25 blip image captioning models tracked. 1 score above 50 (established tier). The highest-rated is label-sleuth/label-sleuth at 54/100 with 271 stars and 146 monthly downloads.

Get all 25 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=transformers&subcategory=blip-image-captioning&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	label-sleuth/label-sleuth Open source no-code system for text annotation and building of text classifiers	54	Established	271	Python
2	CVHub520/X-AnyLabeling-Server A Simple, Lightweight, and Extensible Serving Framework for X-AnyLabeling	47	Emerging	166	Python
3	antoninodimaggio/Hugging-Captions Generate realistic Instagram captions using transformers 🤗	27	Experimental	101	Python
4	VisioSphereAI/labelvim This is a python based standalone image annotation tool designed for tasks...	25	Experimental	4	Python
5	hem9984/Dataset-label This will allow you to choose your labels, and then label every image in a...	24	Experimental	3	Python
6	Merserk/Caption-Creator Caption Creator is a fast and portable tool for generating high-quality...	23	Experimental	8	—
7	FuxiaoLiu/VisualNews-Repository [EMNLP'21] Visual News: Benchmark and Challenges in News Image Captioning	21	Experimental	105	Jupyter Notebook
8	tharun-ship-it/image-to-text-generator 🖼️BLIP-powered Image-to-Text Generator achieving 136.7 CIDEr score on...	19	Experimental	—	Python
9	dmdin/SceneDescriptor 🎞 Video editor with description generation for MTS TrueTech Hack	19	Experimental	4	Jupyter Notebook
10	d-senyaka/pix-scribe AI Image-to-Story Generator. Upload an image → describe it using BLIP Then,...	17	Experimental	—	Python
11	eray-yuztyurk/python-ai-image-captioning AI-powered image captioning app using the BLIP model. Instantly generate...	17	Experimental	2	Python
12	GregoryKogan/gigachat-vision-task Тестовое задание в команду GigaChat Vision	16	Experimental	1	Python
13	Asimo-o/blipren_release 🚀 Train any LLM with BLIPren, a flexible architecture that adapts to your...	16	Experimental	—	Jupyter Notebook
14	filipe-braiman/cv-aircraft-inspection A deep‑learning system that classifies aircraft surface damage as dent or...	15	Experimental	1	Jupyter Notebook
15	mahalrs/newsgen Multi-Modal Image Generation for News Stories	15	Experimental	—	Python
16	mozartsempiano/psykos Bot that fetches random images from Tumblr, analyzes their aesthetics, and...	15	Experimental	—	Python
17	MNJMARIA/blip_image_captioning BLIP image captioning model with Gradio interface. Upload an image and get...	14	Experimental	—	Jupyter Notebook
18	ash-01xor/Imgcap A CLI to generate captions for images	12	Experimental	2	Python
19	ShrijithSM/Image-Captioning-AI An image captioning app using BLIP and Gradio to generate AI-based captions...	12	Experimental	1	Python
20	devtitus/Image-Caption-with-Pretrained-model A simple yet powerful image captioning application that uses Salesforce's...	11	Experimental	—	Jupyter Notebook
21	enigmatronix13/Neural-Style-Transfer Flask-based web app that performs Neural Style Transfer (NST) using...	11	Experimental	—	JavaScript
22	ai-art-dev99/vision-language-caption-vqa End-to-end BLIP + LLaVA project for image captioning and VQA with...	11	Experimental	—	Python
23	spongedsc/SpongeML SocketIO server providing a CharacterAI proxy and Image Captioning	11	Experimental	2	Python
24	coffeedrunkpanda/multimodal-api A FastAPI service that leverages BLIP-2 transformer models for image...	11	Experimental	—	Jupyter Notebook
25	eren23/blipren_release BLIP-2 implementation for training vision-language models. Q-Former + frozen...	10	Experimental	3	Jupyter Notebook