Image To Text Python Packages

ppdiffusers

Paddle Multimodal Integration and eXploration, supporting mainstream multi-modal tasks, including end-to-end large-scale multi-modal pretrain models and diffusion model toolbox. Equipped with high performance and flexibility.

codex-deepseek-vision

Codex vision bridge for DeepSeek V4 Flash: give text-only DeepSeek image capability in Codex. Local proxy turns pasted images and view_image into text via free GLM-4V-Flash or any OpenAI-compatible vision API. No GPU, no Ollama.

ocracy

Facade to many implementations of (OCR) image-to-text-characters engines

coca-pytorch

Implementation of CoCa, Contrastive Captioners are Image-Text Foundation Models, in Pytorch

file2txt

Turn a supported list of filetypes (e.g. .docx) into a markdown structured text file. Also optionally defangs indicators and extract texts from images. Built for threat intel use-cases.

markdrop

A Python package for converting PDFs to markdown while extracting images and tables, generate descriptive text descriptions for extracted tables/images using several LLM clients. And many more functionalities. Markdrop is available on PyPI.

textrieve

Free, private image-to-text (OCR). Web UI, REST API & CLI in one repo — FastAPI + RapidOCR (ONNX). No API keys, nothing stored.

mcp-glm-ocr

Free OCR and vision for any MCP-capable AI coding client, powered by GLM-4.6V-Flash. Drop-in MCP server, no API key required.

tikara

The metadata and text content extractor for almost every file type.

bangla-ocr

Implementation of the paper 'Towards Full page Offline Bangla Handwritten Text Recognition using Image-to-Sequence Architecture'. For details, please read the README section.

ascii-art-converter

A powerful and flexible Python library and command-line tool for converting images to ASCII art, Braille art, and edge detection art with support for color, dithering, and various customization options.

autoocr

Python wrapper for cross platform tesseract OCR engine with multiple languages (e.g. Bangla)

tifascore

TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering

markdownbridge

Python SDK for the MarkdownBridge OCR API — convert documents, images, and PDFs to Markdown with one line of code

tifa-benchmark

TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering