Computer-vision Libraries

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Computer-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…

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 …

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. …

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:

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..

🏖 Keras Implementation of Painting outside the box

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…

Open Machine Learning course at MIPT

This course aims to introduce students to modern state of Machine Learning andArtificial Intelligence. It is designed to take one year (two terms at MIPT) -approximately 2 * 15 lectures and seminars.…

Demo Programs for the "Talking Head(?) Anime from a Single Image 3: Now the Body Too" Project

Both programs require a recent and powerful Nvidia GPU to run. I could personally ran them at good speed with the Nvidia Titan RTX. However, I think recent high-end gaming GPUs such as the RTX 2080, …

Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision

This is an official repository of the paper Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision. The project was formerly referred by RingNet. The codebase consists …

A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.

You can run Inference on an edge device like an NVIDIA Jetson, or on cloud computing platforms like AWS, GCP, and Azure. Currently, the stream interface only supports object detection Check out Infer…

A tensorflow implementation of "Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in Network", a deep learning based Single-Image Super-Resolution (SISR) model.

The model structure is like below. We use Deep CNN with Residual Net, Skip Connection and Network in Network. A combination of Deep CNNs and Skip connection layers is used as a feature extractor for …

A Python package for fast and robust Image Stitching

A Python package for fast and robust Image Stitching. Or use the Stitcher class in your script Specify your custom settings as You can e.g. visualize the RANSAC matches between the images or the seam…

A simple, high level, easy to use, open source Computer Vision library for Python.

A simple, high level, easy-to-use open source Computer Vision library for Python. Provided the below python packages are installed, cvlib is completely pip installable. If you don't have them already…

An open-source computer vision framework to build and deploy apps in minutes

Pipeless is inspired by modern serverless technologies. You provide some functions and Pipeless takes care of executing them for new video frames and everything involved. With Pipeless you create se…