Deep Learning

Learning Multimodal Violence Detection under Weak Supervision

XDVioDet Official implementation of “Not only Look, but also Listen: Learning Multimodal Violence Detection under Weak Supervision” ECCV2020. The project website is XD-Violence. The features can be downloaded from our project website. where we oversample each video frame with the “5-crop” augment, “5-crop” means cropping images into the center and four corners. _0.npy is the center, _1~ _4.npy is the corners. How to train download or extract the features. use make_list.py in the list folder to generate the training and […]

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OpenCV

Registration form with RDS AWS database and facial recognition via OpenCV

Formulario_Cadastro_RDS_OpenCV The algorithm performs a simple user registration (Name, CPF, E-mail and Telephone) in an Amazon RDS database and also performs the storage, training and facial recognition of the user’s face to identify the users already registered in the system in a next time the user is seen. You will need to install the libraries below: numpy OpenCV mysql-connector Creating RDS-MySQL instance on AWS Access the “AWS Management Console” Open the services menu and select the RDS option Select the […]

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Command-line Tools

A command line tool to query source code from your current Python env

wxc wxc (pronounced “which”) allows you to inspect source code in your Python environment from the command line. It is based on the inspect module from thestandard library. In essence, $ wxc pandas is equivalent to $ python -c “import pandas; print(pandas.__file__)” wxc can also be used to navigate source code, by locating classes and functions by file:line number $ wxc pandas.DataFrame /path/to/your/env/site-packages/pandas/core/frame.py:319 which is extremely convenient when combined with augmented terminal applications such as iterm2. Installation $ pip install […]

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AMI

A simple Python AMI client

Python AMI Client A simple Python AMI client See the code of conduct. Install Install asterisk-ami pip install asterisk-ami Install latest asterisk-ami pip install git+https://github.com/ettoreleandrotognoli/python-ami Usage Connect from asterisk.ami import AMIClient client = AMIClient(address=’127.0.0.1′,port=5038) client.login(username=’username’,secret=’password’) Disconnect client.logoff() Send an action from asterisk.ami import SimpleAction action = SimpleAction( ‘Originate’, Channel=’SIP/2010′, Exten=’2010′, Priority=1, Context=’default’, CallerID=’python’, ) client.send_action(action) Send an action with adapter from asterisk.ami import AMIClientAdapter adapter = AMIClientAdapter(client) adapter.Originate( Channel=’SIP/2010′, Exten=’2010′, Priority=1, Context=’default’, CallerID=’python’, ) Synchronous Response #without adapter future = […]

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Security

Network utility tool that performs some network and security administrator tasks

MedSec Network utility tool that performs some network and security administrator tasks. This is a network utility tool that I developed to perform some network and security administrator tasks. Currently, this script can perform a good variety of tasks such as: Port scans, including SYN, TCP, UDP, ACK and comprehensive scan; Banner grabbing; DNS checks; ifconfig; ping; traceroute. Other features are still being implemented. Future implementations may include WAP (web application firewall) detection, vulnerability reconnaissance, offensive tasks such as packet […]

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Data Visualization

Linked Data Visualizations Across Multiple Files In Python

Glue Glue is a python project to link visualizations of scientific datasets across many files. Click on the image for a quick demo: Features Interactive, linked statistical graphics of multiple files. Support for many file formats including common image formats (jpg, tiff, png), ascii tables, astronomical image and table formats (fits, vot, ipac), and HDF5. Custom data loaders can also be easily added. Highly scriptable and extendable. Installation For installation documentation, visit glueviz.org. Contributing If you are interested in contributing […]

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App

Ticket shop python app for conferences, festivals, concerts, tech events, shows

pretix Ticket shop application for conferences, festivals, concerts, tech events, shows, exhibitions, workshops, barcamps, etc. Reinventing ticket presales, one ticket at a time. Project status & release cycle While there is always a lot to do and improve on, pretix by now has been in use for thousands of events conferences that sold millions of tickets combined. We therefore think of pretix as being stable and ready to use. If you want to use or extend pretix, we strongly recommend […]

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Deep Learning

A Deep Learning library for Model Building, Interpretability & Deployment

chitra chitra (चित्र) is a Deep Learning library for Model Building, Explainable AI, Data Visualization, API Building & Deployment. Load Image from Internet url, filepath or numpy array and plot Bounding Boxes on the images easily. Model Training and Explainable AI. Easily create UI for Machine Learning models or Rest API backend that can be deployed for serving ML Models in Production. 📌 Highlights: [New] Framework Agnostic Model Serving & Interactive UI prototype app ✨🌟 [New] Data Visualization, Bounding Box […]

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RESTful API

RESTful API for encoding/decoding messages into/from images

ImageSecrets RESTful API for encoding/decoding messages into/from images. Tech/framework used Python 3.9 FastAPI PostgreSQL with Tortoise ORM Docker Heroku Features Image steganography to encode and decode messages User management and authentication Great documentation via OpenAPI What I’ve learned Python – Improved knowledge of testing, asynchronous development, ORMs, coverage FastAPI – Gained great experience with the framework NumPy – Used for reading and editing image pixel data Databases – Learned how to use SQLAlchemy and Tortoise ORM for asynchronous database development […]

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ORM

A fast, user friendly ORM and query builder which supports asyncio

Piccolo A fast, user friendly ORM and query builder which supports asyncio. Read the docs. Features Some of it’s stand out features are: Support for sync and async. A builtin playground, which makes learning a breeze. Tab completion support – works great with iPython and VSCode. Batteries included – a User model, authentication, migrations, an admin GUI, and more. Modern Python – fully type annotated. Syntax The syntax is clean and expressive. You can use it as a query builder: […]

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