donut

Shape Tools creates geodesic shapes and includes a number of geodesic tools for QGIS including the XY to Line tool, geodesic densify tool, geodesic line break, geodesic measure tool, geodesic measurement layer, geodesic scale, rotate and translate tool, and digitize points at an azimuth & distance tools.

The MERIT Dataset is a fully synthetic, labeled dataset created for training and benchmarking LLMs on Visually Rich Document Understanding tasks. It is also designed to help detect biases and improve interpretability in LLMs, where we are actively working. This repository is actively maintained, and new features are continuously being added.

This Repo Contains the Code for Synthetic Data Generation for Hindi, Urdu, Arabic, Persian, Hebrew and any language which is written from right to left

🍩 Python script for generating an ASCII art animation of a rotating donut, using math functions to calculate position and brightness of each pixel.

Visual Embedding Reduction and Space Exploration — Clustering-guided Insights for Training Data Enhancement in V-rDu

Shape Tools creates geodesic shapes and includes a number of geodesic tools for QGIS including the XY to Line tool, geodesic densify tool, geodesic line break, geodesic measure tool, geodesic measurement layer, geodesic scale, rotate and translate tool, and digitize points at an azimuth & distance tools.

Simulation of 3D spinning donut in the terminal

🍩 ASCII donut in different programming languages

spinning donut using Python with Pygame, purely for fun 🍩

The Donut Lang

Ascii Spinning Donut

a simple rotating donut in terminal

classic project inspired by a1kon

Sanjarga shirinlik

Extracción y clasificación de textos de una imagen

Python bindings for NVIDIA Donut & NVRHI — write real-time Direct3D 12 / Vulkan renderers, hardware ray tracing (DXR), mesh shaders and GPU compute in Python. 18 runnable examples, from a hello triangle to a full deferred renderer.

DocSnap: receipt and invoice data extraction prototype using a DONUT vision model via HuggingFace transformers. Python, Gradio, Docker

R-FDI: reliability-first financial document AI with OCR/VLM extraction, row-aware line-item evaluation, selective risk controls, human review, Docker/MLflow hardening, and GPU serving.

Multi-modal document understanding for legal and financial PDFs: hybrid LayoutLMv3 + Donut + rules extraction with confidence scoring, a trained document classifier, table extraction, and semantic search.