Vincenzo Fornaro

Top repositories by stars

• JustVugg/colibri(on leaderboard)

  Run frontier MoE models on hardware you already own — pure C, zero deps, experts streamed from disk. Tiny engine, immense model. 🐦

  C36,424
• JustVugg/lumabri

  Run huge MoE models from a swarm of peers, with the colibri engine. Pure C.

  C155
• JustVugg/nanoeuler

  GPT-2-style LLM built from scratch in C/CUDA with hand-written backprop, BPE tokenizer, FlashAttention, pretraining, and SFT.

  Cuda121
• JustVugg/loomabase

  Offline-first synchronization engine for SQLite and PostgreSQL, built in Rust with column-level CRDTs, authoritative partial replicas, and secure multi- tenancy.

  Rust79
• JustVugg/gonk

  Ultra-lightweight, edge-native API Gateway for Go

  Go63
• JustVugg/mnem

  Memory as state, not search — deterministic, dependency-free memory for AI agents. The memory lives in a Markdown file.

  Python62
• JustVugg/tools-factory

  From any API surface to verified AI agent tools: Go CLI + MCP + skills + SQLite + policy + proofs.

  Go57
• JustVugg/judicex

  Open-source Legal AI workspace for evidence-grounded legal drafting, matter analysis and verifiable answers.

  Python56
• JustVugg/cli-use

  Turn any MCP server into a CLI in one command.

  Python35
• JustVugg/distillery

  Turn documents into high-quality instruction datasets with grounding, quality filtering, deduplication, and provenance.

  Python31
• JustVugg/Wiredigg

  Wiredigg is a comprehensive network analysis tool with advanced security features designed for network administrators, security professionals, and IT enthusiasts. It provides real-time packet capture, protocol analysis, anomaly detection, and threat identification capabilities in a modern, user-friendly interface.

  Python24
• JustVugg/agentmw

  Open-source middleware for AI agents — catches mid-run failures,compresses stale context, and grows a reasoning library across runs. Any model, any framework.

  Python21
• JustVugg/JustVugg

  15
• JustVugg/tuneforge

  An MCP server for dataset generation, fine-tuning, RL, and evaluation of LLMs — directly from your coding agent.

  Python14
• JustVugg/dbcli

  Lightweight, agent-optimized database CLI with one-shot schema introspection, column profiling, and ERD generation.

  Python13
• JustVugg/anybridge

  Any website, within reach of any agent. Captures a site's native WebMCP tools and generates the bridge from the live DOM when there are none, exposing both over MCP to Claude Code, Codex and any MCP client.

  Python11
• JustVugg/nalo

  Open-source Durable Objects for live applications.

  JavaScript11
• JustVugg/praxos

  MCP-powered memory, policy, and experience layer for safer AI agents.

  Python11
• JustVugg/Mqttcpp

  A lightweight and fast C++ library for building MQTT clients and brokers, with support for QoS, authentication, security, persistence, and user/session management.

  C++11
• JustVugg/coocon

  Sandboxed code execution daemon with enforced memory, CPU, and output limits. JSON API for humans and AI agents.

  Rust10
• JustVugg/Biptoken

  Fast BPE tokenizer with guaranteed perfect text reconstruction. 2x faster than tiktoken at encoding/decoding while preserving all whitespace and formatting.

  Python2
• JustVugg/duffydiff

  DuffyDiff is a modern, user-friendly text comparison tool built with Python and Tkinter. It allows users to easily compare two text files, navigate between differences, and merge content between files.

  Python2
• JustVugg/Win11CompatibilityChecker

  A lightweight desktop application that checks your system's compatibility with Windows 11. Provides detailed analysis of hardware requirements including CPU, RAM, storage, TPM, Secure Boot, and more. Features a user-friendly dark mode interface with comprehensive recommendations to fix compatibility issues.

  Python2
• JustVugg/BSRGAN

  Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (PyTorch) - We released the testing code!

  Python2
• JustVugg/Flask-Autocomplete

  How to use autocomplete on a site created in Flask

  HTML2
• JustVugg/openface

  Face recognition with deep neural networks.

  Python2
• JustVugg/TensorFlow-Examples

  TensorFlow tutorials and code examples for beginners

  Jupyter Notebook2
• JustVugg/DBNet.pytorch

  A pytorch re-implementation of Real-time Scene Text Detection with Differentiable Binarization

  Python1
• JustVugg/onnx2tf

  Self-Created Tools to convert ONNX files (NCHW) to TensorFlow/TFLite/Keras format (NHWC). The purpose of this tool is to solve the massive Transpose extrapolation problem in onnx-tensorflow (onnx-tf). I don't need a Star, but give me a pull request.

  Python1
• JustVugg/YOLOv5-Lite

  🍅🍅🍅YOLOv5-Lite: lighter, faster and easier to deploy. Evolved from yolov5 and the size of model is only 930+kb (int8) and 1.7M (fp16). It can reach 10+ FPS on the Raspberry Pi 4B when the input size is 320×320~

  Python1
• JustVugg/MobilenetV3

  A tensorflow implemention of MobilenetV3

  Python1
• JustVugg/dbnet-opencv-cpp-python

  使用opencv部署DBNet文字检测，包含C++和Python两种版本的实现

  C++0
• JustVugg/spatial_transformer_network

  My pytorch implementation of spatial transformer network for deskewing of license plate image dataset

  Jupyter Notebook0
• JustVugg/char-detection

  🔥Char detection base on crnn 字符（单字）检测基于CRNN

  Python0
• JustVugg/How-to-train-an-Object-Detector-using-Tensorflow-API-on-Ubuntu-16.04-GPU

  This repo explains how to train an Object Detector for multiple objects using Tensorflow Object Detection API on Ubuntu 16.04 (GPU)

  Python0
• JustVugg/onnx2pytorch

  Transform ONNX model to PyTorch representation

  Python0
• JustVugg/Image-Compression-using-ML-and-Neural-Networks

  This repository contains Image compression techniques employing various machine learning and deep learning techniques.

  Jupyter Notebook0
• JustVugg/MobileNetv2-SSD

  An end-to-end implementation of the MobileNetv2+SSD architecture in Keras from sratch for learning purposes. The dataset is prepared using MNIST images: MNIST images are embedded into a box and the model detects bounding boxes for the numbers and the numbers.

  Jupyter Notebook0
• JustVugg/slicing_algorithm

  slices 3D models from STL files

  Python0
• JustVugg/aster.pytorch

  ASTER in Pytorch

  Python0
• JustVugg/anpr_yolov5

  GitHub repo for my article at https://towardsdatascience.com/indian-car-license-plate-detection-using-yolo-v5-ae2574578175

  Python0
• JustVugg/nanodet

  NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

  Python0
• JustVugg/torchinfo

  View model summaries in PyTorch!

  Python0
• JustVugg/random-scripts

  Programs/ Materials that don't belong to a particular domain and are built for future reference or just for practice

  Python0
• JustVugg/nanodet-opncv-dnn-cpp-python

  用opencv部署nanodet目标检测，包含C++和Python两种版本程序的实现

  C++0
• JustVugg/ncnn-webassembly-ocrlite

  Deploy OcrLite in your web browser with ncnn and webassembly

  C++0
• JustVugg/quarkdet

  QuarkDet lightweight object detection in PyTorch .Real-Time Object Detection on Mobile Devices.

  Python0
• JustVugg/pytorch.ctpn

  pytorch, ctpn ,text detection ,ocr,文本检测

  Python0
• JustVugg/PyTorch-Super-Resolution

  Super Resolution of low resolution Images in PyTorch

  Python0
• JustVugg/Image-denoising-tensorflow-keras

  Deep learning based image denoising using tensorflow/Keras combined with block matching

  C++0
• JustVugg/BBox-Label-Tool

  A simple tool for labeling object bounding boxes in images.

  Python0
• JustVugg/object-localization

  Object localization in images using simple CNNs and Keras

  Python0
• JustVugg/simple-sqlite-clone-database

  https://github.com/cstack/db_tutorial clone (parts 1-12) written in c++.

  C++0
• JustVugg/db_tutorial

  Writing a sqlite clone from scratch in C

  C0
• JustVugg/NNIE-lite

  ⚡️ Using NNIE as simple as using ncnn ⚡️

  C++0
• JustVugg/flutter-rsa

  RSA for flutter made with golang for fast performance with support for android, ios, macos, linux, web and hover

  Dart0
• JustVugg/MaterialSearchView

  Cute library to implement SearchView in a Material Design Approach

  Java0
• JustVugg/labelme

  Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

  Python0
• JustVugg/chineseocr_lite

  超轻量级中文ocr，支持竖排文字识别, 支持ncnn推理 , psenet(8.5M) + crnn(6.3M) + anglenet(1.5M) 总模型仅17M

  C++0
• JustVugg/crnn

  Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.

  Lua0
• JustVugg/crnn-pytorch

  Pytorch implementation of CRNN (CNN + RNN + CTCLoss) for all language OCR.

  Python0
• JustVugg/crnn-tutorial

  Training Convolutional Recurrent Neural Network (CRNN) using PyTorch

  Jupyter Notebook0
• JustVugg/screenpoint

  Project an image centroid to another image using OpenCV

  Python0
• JustVugg/tensorflow-keras-multidimensional-rnn

  Multidimensional RNN in Keras Tensorflow

  Jupyter Notebook0
• JustVugg/keras-mobile-detectnet

  Fast Object Detector for the Jetson Nano

  Python0
• JustVugg/fastbook

  Draft of the fastai book

  Jupyter Notebook0
• JustVugg/keras_to_OpenCV_tensorflow

  This is a tool for transforming a model trained with Keras into a Tensorflow Protocol Buffers (.pb). And optimize it for using it with the module Dnn of OpenCV.

  Python0
• JustVugg/cnn_keras_captcha

  This a deep learning program for recognizing the captcha using keras with python.

  Python0
• JustVugg/MobileNetV3-1

  A Keras implementation of MobileNetV3.

  Python0
• JustVugg/caffe-ocr

  OCR with caffe deep learning framework -> Migrated to tensorflow

  Shell0
• JustVugg/cat_vs_dog-caffe

  Kaggle猫狗大战caffe实现

  Shell0
• JustVugg/Keras-VGG16-style-transfer

  using the VGG16 to extract the feature of photo and transfer to fit the style photo

  Python0
• JustVugg/convnets-keras

  Python0
• JustVugg/keras-cnn-captcha

  keras-cnn-captcha

  Jupyter Notebook0
• JustVugg/py-videocore

  Python library for GPGPU on Raspberry Pi

  Python0
• JustVugg/keras-image-ocr

  How to train a Keras model to recognize variable length text | DLology

  Jupyter Notebook0
• JustVugg/CRNN-Keras-1

  CRNN (CNN+RNN) for OCR using Keras / License Plate Recognition

  Python0
• JustVugg/CRNN-Keras

  使用CRNN识别广东移动固定长度四位验证码

  Python0
• JustVugg/sis

  Simple image search engine

  Python0
• JustVugg/yolo3_tensorflow

  yolo3 implement by tensorflow， including mobilenet_v1, mobilenet_v2

  Python0
• JustVugg/MobileNet-SSD

  Caffe implementation of Google MobileNet SSD detection network, with pretrained weights on VOC0712 and mAP=0.727.

  Python0
• JustVugg/VGGNet

  0
• JustVugg/tensorflow2ncnn

  C++0
• JustVugg/universal-resume

  Minimal and formal résumé (CV) website template for print, mobile, and desktop. https://bit.ly/2kEzgt8

  HTML0
• JustVugg/ssd_keras-1

  A Keras implementation of SSD

  Python0
• JustVugg/Face-Recognition-using-Keras---Tensorflow

  Face recognition usiong keras and tensorflow

  Python0
• JustVugg/Detours

  Detours is a software package for monitoring and instrumenting API calls on Windows. It is distributed in source code form.

  C++0
• JustVugg/MobileNet-v2-caffe

  MobileNet-v2 experimental network description for caffe

  0
• JustVugg/tensorflow2caffe

  Convert a model from TensorFlow to Caffe.

  Python0
• JustVugg/LicensePlateDetector

  Detects license plate of car and recognizes its characters

  Python0
• JustVugg/TensorFlow-Object-Detection-API-Tutorial-Train-Multiple-Objects-Windows-10

  How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows

  Python0
• JustVugg/models

  Models and examples built with TensorFlow

  Python0
• JustVugg/6degrees

  Six degrees of separation algorithm along with the PHP implementation

  PHP0
• JustVugg/Convertitore-morse---testo

  Con questo codice potrai convertire una stringa in morse o viceversa.

  Python0
• JustVugg/Convertire-numeri-in-stringa-in-python

  Con questo codice potrai convertire qualsiasi numero in una stringa.Con questo codice si arriva fino al trillione.Chiunque voglia può modificare e aumentare sempre più.

  Python0
• JustVugg/Infix-to-Postfix-conversion

  This code allows you to enter your equation into infix notation to transform this into postfix notation and calculate the result.

  Python0
• JustVugg/cloudlets

  Cloudlets are universal server images for the cloud. They're lightweight, version-controlled, and you can export them to any bootable format known to man: Xen, KVM, Amazon EC2, or just a plain bootable CD.

  Python0
• JustVugg/gmatsura-UnityFezLike

  C#0
• JustVugg/caffe

  Caffe: a fast open framework for deep learning.

  C++0
• JustVugg/skip-thoughts

  Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"

  Python0