Vision Libraries

202 Components & Libraries

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Vision Libraries

A toolkit for making real world machine learning and data analysis applications in C++

Go into the examples folder and type: That will build all the examples. If you have a CPU that supports AVX instructions then turn them on like this: Doing so will make some things run faster. Finall…

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

There are options: Below shows how to build the standalone executable on macOS, Linux and Windows.

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

There are options: A few object categories and images: Below shows how to build the standalone executable on macOS, Linux and Windows.

Low-code framework for building custom LLMs, neural networks, and other AI models

Key features: Install from PyPi. Be aware that Ludwig requires Python 3.8+. Or install with all optional dependencies: Let's fine-tune a pretrained LLaMA-2-7b large language model to follow instructi…

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

cleanlab is: cleanlab supports Linux, macOS, and Windows and runs on Python 3.7+. cleanlab can find label issues from any model's predicted class probabilities if you can produce them yourself. This …

pix2tex: Using a ViT to convert images of equations into LaTeX code.

The goal of this project is to create a learning based system that takes an image of a math formula and returns corresponding LaTeX code. To run the model you need Python 3.7+ Model checkpoints will …

Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!

Development work has resumed on the framework with the aim of bringing it into 2020: Python 3.8+, Less Dependencies, Ease of Use (Installer, GUI) and much more! Still open-source with a permissive li…

😎 Finding duplicate images made easy!

This package provides functionality to make use of hashing algorithms that are particularly good at finding exact duplicates as well as convolutional neural networks which are also adept at finding n…

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..

Lance is a modern columnar data format that is optimized for ML workflows and datasets. Lance is perfect for: The key features of Lance include: Download the sift1m subset Convert it to Lance Build …

Open source hardware and software platform to build a small scale self driving car.

Donkeycar is minimalist and modular self driving library for Python. It is developed for hobbyists and students with a focus on allowing fast experimentation and easy community contributions. The don…

Automate browser-based workflows with LLMs and Computer Vision

Traditional approaches to browser automations required writing custom scripts for websites, often relying on DOM parsing and XPath-based interactions which would break whenever the website layouts ch…

Log images, point clouds, etc, and visualize them effortlessly. Built in Rust using egui

Use one of our logging APIs (Python or Rust) to log rich data, such as images and point clouds, to the Rerun Viewer, where it is visualized live or after the fact. Some shortcomings: Rerun uses an op…

A python library for self-supervised learning on images.

Lightly SSL is a computer vision framework for self-supervised learning. This self-supervised learning framework offers the following features: Want to jump to the tutorials and see Lightly in action…

The Open Source Framework for Machine Vision

Quick Links: Make computers see with SimpleCV, the Open Source Framework for Computer Vision SimpleCV is a framework for Open Source Machine Vision, using OpenCV and the Python programming language. …

A list of resources in different fields of Computer Science

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

This repository contains all the code, notebooks and examples used in this book. We will also be adding bonus content here from time to time. So keep watching this space! Master the essential skills …

Demo for the "Talking Head Anime from a Single Image."

Also, the peppeteer tool requires a webcam. If you install these packages, you should be all good. This should download and install all the dependencies. Keep in mind, though, that this will require …

Open Machine Learning course

First semester of girafe-ai Machine Learning course Special thanks to:

✨ Argilla: Open-source platform to build better language models through human feedback

Argilla Client: a powerful Python library for reading and writing data into Argilla, using all the libraries you love (transformers, spaCy, datasets, and any other). Argilla Server and UI: the API an…

A Python package for fast and robust Image Stitching

A Python package for fast and robust Image Stitching. You can use the CLI as described above (read "current directory" as "/data directory") You can also use the Stitcher class in your script Specify…

Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more

DeepCamera empowers your traditional surveillance cameras and CCTV/NVR with machine learning technologies. It provides open source facial recognition based intrusion detection, fall detection and pa…

Modern columnar data format for ML implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..

✨ Rubrix, open-source framework for data-centric NLP. Data annotation and monitoring for enterprise NLP

Why Rubrix? Interactive weak supervision. Building a news classifier with user search queries: Getting started with Rubrix is as easy as: Then simply run: After a few iterations of data annotation, w…

🏖 Keras Implementation of Painting outside the box

Python code to fuse multiple RGB-D images into a TSDF voxel volume.

This is a lightweight python script that fuses multiple registered color and depth images into a projective truncated signed distance function (TSDF) volume, which can then be used to create high qua…

Demo programs for the Talking Head Anime from a Single Image 2: More Expressive project.

Both programs were written in Python 3. To run the GUIs, the following software packages are required: This means that, in addition to the commands above, you also need to run: You can also use Anaco…

A medical imaging framework for Pytorch

MedicalTorch is an open-source framework for PyTorch, implementing an extensive set of loaders, pre-processors and datasets for medical imaging.

Computer Vision in Python

Mahotas is a library of fast computer vision algorithms (all implemented in C++ for speed) operating over numpy arrays. Python versions 2.7, 3.4+, are supported. Notable algorithms: Mahotas currently…

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