Detection Libraries

140 Components & Libraries

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Detection Libraries

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Albumentations is a Python library for image augmentation. Image augmentation is used in deep learning and computer vision tasks to increase the quality of trained models. The purpose of image augmen…

Daemon to ban hosts that cause multiple authentication errors

Though Fail2Ban is able to reduce the rate of incorrect authentication attempts, it cannot eliminate the risk presented by weak authentication. Set up services to use only two factor, or public/priva…

An open-source, low-code machine learning library in Python

PyCaret is an open-source, low-code machine learning library in Python that automates machine learning workflows. It is an end-to-end machine learning and model management tool that speeds up the ex…

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…

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 …

Deep learning with satellite & aerial imagery

Extracting roads is challenging due to the occlusions caused by other objects and the complex traffic environment In instance segmentation, each individual 'instance' of a segmented area is given a u…

Malicious traffic detection system

The following (black)lists (i.e. feeds) are being utilized: As of static entries, the trails for the following malicious entities (e.g. malware C&Cs or sinkholes) have been manually included (fro…

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…

A lightweight yet powerful audio-to-MIDI converter with pitch bend detection

Provide a compatible audio file and basic-pitch will generate a MIDI file, complete with pitch bends. Basic pitch is instrument-agnostic and supports polyphonic instruments, so you can freely enjoy t…

: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…

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

In detail, the following community detection and embedding methods were implemented. Karate Club can be installed with the following pip command. As we create new releases frequently, upgrading the p…

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…

Safety checks Python dependencies for known security vulnerabilities and suggests the proper remediations for vulnerabilities detected.

Safety CLI is a Python dependency vulnerability scanner designed to enhance software supply chain security by detecting packages with known vulnerabilities and malicious packages in local development…

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…

A Python library that provides an easy way to identify devices like mobile phones, tablets and their capabilities by parsing (browser) user agent strings.

Currently these attributes are supported: For example:

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…

Python programming assignments for Machine Learning by Prof. Andrew Ng in Coursera

If you've finished the amazing introductory Machine Learning on Coursera by Prof. Andrew Ng, you probably got familiar with Octave/Matlab programming. With this repo, you can re-implement them in Pyt…

fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data operations costs at an unparalleled scale.

🚀 Introducing VL Profiler! 🚀 We're excited to announce our new cloud product, VL Profiler. It's designed to help you gain deeper insights and enhance your productivity while using fastdup. With VL P…

My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano

Codes in NLP, Deep Learning, Reinforcement Learning and Artificial Intelligence I am a Data Scientist and I code in R, Python and Wolfram Mathematica. Here you will find some Machine Learning, Deep L…

Project for Digital Image Processing

This was a project that was built as part of project for CS663 (Digital Image Processing). This is a crude Python implementation of the paper "On The Effectiveness Of Visible Watermarks", Tali Dekel,…

ThePhish: an automated phishing email analysis tool

The following diagram shows how ThePhish works at high-level: This example aims to demonstrate how a user can send an email to ThePhish for it to be analyzed and how an analyst can actually analyze t…

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…

An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana

An open-source framework for real-time anomaly detection using Python, Elasticsearch and Kibana. The recommended installation method is to use pip within a Python 3.x virtalenv. You can use dsio thro…

Image-feature-detection-using-Phase-Stretch-Transform

PST or Phase Stretch Transform is an operator that finds features in an image. PST implemented using MATLAB here, takes an intensity image I as its input, and returns a binary image out of the same size as I, with 1's where the function finds sharp transitions in I and 0's elsewhere.

Phase Stretch Transform (PST) is an operator that finds features in an image. PST takes an intensity image I as its input, and returns a binary image out of the same size as I, with 1's where the fun…

Chromepass - Hacking Chrome Saved Passwords

Chromepass is a python-based console application that generates a windows executable with the following features: The new client build methodology practically ensures a 0% detection rate, even withou…

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

Change detection based on remote sensing (RS) data is an important method of detecting changes on the Earth’s surface and has a wide range of applications in urban planning, environmental monitoring,…

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…

ML powered analytics engine for outlier detection and root cause analysis.

Chaos Genius is an open source ML powered analytics engine for outlier detection and root cause analysis. Chaos Genius can be used to monitor and analyse high dimensionality business, data and system…

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