Extraction Libraries

46 Components & Libraries

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Extraction Libraries

🕵️ Unleash Metadata Intelligence with MetaDetective. Your Assistant Beyond Metagoofil.

Metadata, in the realm of cybersecurity, is more than just embedded information; it's a gateway to insightful perspectives, often unveiling crucial leads in OSINT and pentesting. Drawing inspiration …

Uscrapper 2.0, a powerful OSINT webscraper for personal data collection. Uscrapper uses web scraping to extract email IDs, social-media links, geolocations, phone numbers, and usernames from webpages, supports multithreading, has advanced Anti-webscraping bypassing modules, supports webcrawling to scrape from various sublinks within the same domain

Uscrapper extracts the following details from the provided website: Uscrapper 2.0: To run Uscrapper, use the following command-line syntax: Uscrapper relies on web scraping techniques to extract i…

File Injector is a script that allows you to store any file in an image using steganography

If that doesn't work, you can try: You don't need to choose a particular one when decrypting a file, it will be selected automatically from the folder. [0] Existing key [1] New key

img2table is a table identification and extraction Python Library for PDF and images, based on OpenCV image processing

Thanks to its design, it provides a practical and lighter alternative to Neural Networks based solutions, especially for usage on CPU. The library can be installed via pip: Both native and scanned PD…

This repository explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image editing and stitching, which students can apply to their own personal photos and videos.

This repository explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both f…

Using data analytics and machine learning to create a comprehensive and profitable system for predicting the outcomes of NBA games.

Under the 'comprehensive' aspect, the project will explore and test all plausible prediction methods, ensuring an evolving scope and prioritization based on the utility of the results. This creates a…

Goblyn is a Python tool focused to enumeration and capture of website files metadata.

Goblyn is a tool focused to enumeration and capture of website files metadata. Goblyn will search for active directories in the website and so enumerate the files, if it find some file it will get th…

A query / expression language for performing computations on JSON-like structures. Tuned for clientside ML feature extraction.

MistQL is a query language for JSON-like structures, built for embedding across multiple domains. It supports logic for querying and manipulating JSON-like data in a simple, readable manner. MistQL s…

Open source software for image feature extraction.

Open-source software for image feature extraction Use calling: The first step for every machine learning algorithm in a computer vision problem is to extract features from the given images. Feature e…

The official implementation of "TONet: Tone-Octave Network for Singing Melody Extraction from Polyphonic Music"

We propose TONet, a plug-and-play model that improves both tone and octave perceptions by leveraging a novel input representation and a novel network architecture. Any CFP-input-based Model can be se…

OCR, extract and classify documents. In addition, annotate documents and build your own NLP and Computer Vision models using Python by downloading the data. Find examples in our Colab Notebooks, e. g. how to fine-tune Flair.

The SDK allows you to retrieve visual and text features to build your own document models. Konfuzio Server serves as an UI to define the data structure, manage training/test data and to deploy your m…

Python (Pytorch) and Matlab (MatConvNet) implementations of CVPR 2021 Image Matching Workshop paper DFM: A Performance Baseline for Deep Feature Matching

We strongly recommend using Anaconda. Open a terminal in ./python folder, and simply run the following lines to create the environment: Now you are ready to test DFM by the following command: We have…

Python API & command-line tool to easily transcribe speech-based video files into clean text

Video, specifically audio, is inefficient in conveying dense or technical information. The viewer has to sit through the whole thing, while only part of the video may be relevant to them. If you don'…

Computer Vision Essentials in Python Programming Language :tada:

Computer vision is an interdisciplinary scientific field that deals with how computers can gain high-level understanding from digital images or videos. From the perspective of engineering, it seeks t…

Computer Vision Essentials in Python Programming Language :tada:

Interactive code for image similarity using SIFT algorithm

This repo provides a working interactive code to use SIFT algorithm for image similarity. I have also presented some of the results. Check them out and let me know if you need something more. Anyone …

🏭 PDF text extraction pipeline: self-hosted, local-first, Docker-based

PDFs are hard to process and it's hard to extract information. So the results of this tool may not satisfy you. There will be more work to improve this software but altogether, it's unlikely that it …

Novoic's audio feature extraction library

Install using pip Alternatively, Given a set of components and an optional set of statistics to apply to the time-varying components, extract them using Python. Assume the following directory structu…

Data processing and modelling framework for automating tasks (incl. Python & SQL transformations).

SAYN is a modern data processing and modelling framework. Users define tasks (incl. Python, automated SQL transformations and more) and their relationships, SAYN takes care of the rest. It is designe…

SoundPy (alpha stage) is a research-based python package for speech and sound. Applications include deep-learning, filtering, speech-enhancement, audio augmentation, feature extraction and visualization, dataset and audio file conversion, and beyond.

SoundPy is an experimental / alpha stage package for exploring sound as well as machine learning in the context of sound. The above command will save the following plots of the STFT in the folder 'tw…

Python library to extract tabular data from images and scanned PDFs

The motivation is to make it easy for developers to extract tabular data from images or scanned PDF files without worrying about the table area, column coordinates, rotation et al. Ok, enough selling…

:sound: spafe: Simplified Python Audio Features Extraction

Simplified Python Audio Features Extraction spafe requires: if you want to use the visualization module/ functions of spafe, you will need to install: Once you have the Dependencies installed, use on…

Extract deep learning features from images using simple python interface

You are looking for generic image features for Sometimes, you are not looking for latest and greatest. You just need something that just works. With image_features, you can extract such deep learning…

Transforms PDF, Documents and Images into Enriched Structured Data

It provides analysts, data scientists and developers with clean structured and label-enriched information set for ready-to-use applications ranging from data entry and document analysts automation, a…

Code repository for the online course Feature Engineering for Machine Learning

Python & command-line tool to gather text on the Web: web crawling/scraping, extraction of text, metadata, comments

Trafilatura consistently outperforms other open-source libraries in text extraction benchmarks, showcasing its efficiency and accuracy in extracting web content. The extractor tries to strike a balan…

Skeletonize densely labeled 3D image segmentations with TEASAR. (Medial Axis Transform)

Skeletons are a compact representation that can be used to visualize objects, trace the connectivity of an object, or otherwise analyze the object's geometry. Kimimaro was designed for use with high …