Recognition Libraries

101 Components & Libraries

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Recognition Libraries

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow 🤗 Transformers provides thousands of pretrained models to perform tasks on different modalities such as text, vision, and audio. Thes…

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

4 September 2023 - Version 1.7.1 25 May 2023 - Version 1.7.0 15 September 2022 - Version 1.6.2 1 September 2022 - Version 1.6.1 24 August 2022 - Version 1.6.0 2 June 2022 - Version 1.5.0 For the late…

A community-supported supercharged version of paperless: scan, index and archive all your physical documents

🧠 Leon is your open-source personal assistant.

While I would love to devote more time to Leon, I'm currently unable to do so because I have bills to pay. I have some ideas about how to monetize Leon in the future (Leon's core will always remain …

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

An open-source python library built to empower developers to build applications and systems with self-contained Deep Learning and Computer Vision capabilities using simple and few lines of code. We t…

People tracker on the Internet: OSINT analysis and research tool by Jose Pino

People tracker on the Internet: Learn to track the world, to avoid being traced. Session recognition is one of trape most interesting attractions, since you as a researcher can know remotely what ser…

Speech recognition module for Python, supporting several engines and APIs, online and offline.

Library for performing speech recognition, with support for several engines and APIs, online and offline. Speech recognition engine/API support: Project links: First, make sure you have all the requi…

List of libraries, tools and APIs for web scraping and data processing.

The list of tools, programming libraries and web services used in web scraping and data processing. These two links point to same captcha service, it is just a different language versions

Snips Python library to extract meaning from text

Behind every chatbot and voice assistant lies a common piece of technology: Natural Language Understanding (NLU). Anytime a user interacts with an AI using natural language, their words need to be tr…

PocketSphinx is a lightweight speech recognition engine, specifically tuned for handheld and mobile devices, though it works equally well on the desktop

This is PocketSphinx, one of Carnegie Mellon University's open source largevocabulary, speaker-independent continuous speech recognition engine. In a unix-like environment (such as linux, solaris etc…

Self hosted alternative to Google Photos

Short term: Longer term, i.e. haven't thought much about them Ownphotos comes with separate backend and frontend servers. The backend serves the restful API, and the frontend serves, well, the fronte…

:movie_camera: Python and OpenCV-based scene cut/transition detection program & library.

Save some frames from each cut: Skip the first 10 seconds of the input video: To get started, there is a high level function in the library that performs content-aware scene detection on a video (try…

A modern, web-based photo management server. Run it on your home server and it will let you find the right photo from your collection on any device. Smart filtering is made possible by object recognition, face recognition, location awareness, color analysis and other ML algorithms.

This is a photo management application based on web technologies. Run it on your home server and it will let you find what you want from your photo collection using any device. Smart filtering is mad…

Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop

This project contains Jupyter notebooks of many the algorithms presented in Christopher Bishop's Pattern Recognition and Machine Learning book, as well as replicas for many of the graphs presented in…

Python tool for grabbing text via screenshot

Take a screenshot and copy its text content to the clipboard. Works on Windows, macOS, and most modern Linux distros. It is recommended to attach a global hotkey to this tool, so you can run it witho…

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…

Tika-Python is a Python binding to the Apache Tika™ REST services allowing Tika to be called natively in the Python community.

This makes Apache Tika available as a Python library, installable via Setuptools, Pip and Easy Install. To use this library, you need to have Java 7+ installed on your system as tika-python starts up…

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

This book brings the fundamentals of Machine Learning to you, using tools and techniques used to solve real-world problems in Computer Vision, Natural Language Processing, and Time Series analysis. T…

Implements face recognition algorithms for MATLAB/GNU Octave and Python.

This project implements a face recognition framework for Python and GNU Octave / MATLAB with: Due to popular request, I've created a simple example for getting started with the facerec framework. One…

Up to 10x faster string search, split, sort, and shuffle for long strings and multi-gigabyte files in Python and C, leveraging SIMD with just a few lines of Arm Neon and x86 AVX2 & AVX-512 intrinsics 🦖

StringZilla is the Godzilla of string libraries, splitting, sorting, and shuffling large textual datasets faster than you can say "Tokyo Tower" 😅 StringZilla is built on a very simple heuristic: If t…

A chat app that transcribes audio in real-time, streams back a response from a language model, and synthesizes this response as natural-sounding speech.

A complete chat app that transcribes audio in real-time, streams back a response from a language model, and synthesizes this response as natural-sounding speech. This repo is meant to serve as a star…

Pix In, Latex & Text Out. Recognize Chinese, English Texts, and Math Formulas from Images.

Major changes: Major changes: Pix2Text is very simple to use and the following is an example: Some examples: If you have successfully run the above example, the model has completed its automatic down…

Personal Assistant built using python libraries. It does almost anything which includes sending emails, Optical Text Recognition, Dynamic News Reporting at any time with API integration, Todo list generator, Opens any website with just a voice command, Plays Music, Wikipedia searching, Dictionary with Intelligent Sensing i.e. auto spell checking, Weather Reporting i.e. temp, wind speed, humidity, YouTube searching, Google Map searching, Youtube Downloading, etc.

Thank you for your interest in contributing to our Repo! Pull requests are welcome. For fixing typos, please make a PR with your fixes. We are happy for every contribution. A lot can be done with thi…

Image Recognition captcha without image segmentation 无需图片分割的验证码识别

image recognition captchas using TensorFlow, no need image segmentation, run on ubuntu 16.04, python 2.7 train and evaluate neural network on CPU or one single GPU you can also train over multiple GP…

InsightFace REST API for easy deployment of face recognition services with TensorRT in Docker.

This repository aims to provide convenient, easy deployable and scalable REST API for InsightFace face detection and recognition pipeline using FastAPI for serving and NVIDIA TensorRT for optimized i…

Deep facial expressions recognition using Opencv and Tensorflow. Recognizing facial expressions from images or camera stream

Using a Convolutional Neural Network (CNN) to recognize facial expressions from images or video/camera stream. The goal is to get a quick baseline to compare if the CNN architecture performs better w…

Face Detection | Recognition | Attendance

We seek to provide a valuable attendance service for both teachers and students. Reduce manual process errors by provide automated and a reliable attendance system uses face recognition technology. B…