April 14, 2021 Images

A subfield of machine learning focused on developing representations of images

Curator Self-supervised learning is a subfield of machine learning focused on developing representations of images without any labels, which is useful for reverse image searching, categorization and filtering of images, especially so when it would be infeasible to have a human manually inspect each individual image. It also has downstream benefits for classification tasks. For instance, training SSL on 100% of your data and finetuning the encoder on the 5% of data that has been labeled significantly outperforms training a […]

April 14, 2021 Machine Learning

Implementation of different architectures for emotion recognition in conversations

Emotion Recognition in Conversations Unlike other emotion detection models, these techniques consider the party-states and inter-party dependencies for modeling conversational context relevant to emotion recognition. The primary purpose of all these techniques are to pretrain an emotion detection model for empathetic dialogue generation. Interaction among different controlling variables during a dyadic conversation between persons X and Y. Grey and white circles represent hidden and observed variables, respectively. P represents personality, U represents utterance, S represents interlocutor state, I represents interlocutor […]

April 14, 2021 Machine Learning

2D fluid simulation implementation of Jos Stam paper on real-time fuild dynamics

Fluid Simulation 2D fluid simulation implementation of Jos Stam paper on real-time fuild dynamics, including some suggested extensions. Usage Download this repo and store it in your computer. Open a terminal and go to the root directory of this folder. Make sure you have installed the needed dependencies by typing: $ pip install numpy $ pip install matplotlib $ pip install ffmpeg Note: Go to Install FFmpeg on Windows section if you haven’t installed FFmpeg software locally before. It must […]

April 14, 2021 Tool

A Python port of ebook-tools which is written in Shell

This project (version 0.1.0a3) is a Python port of ebook-tools which is written in Shell by na–. The Python script ebooktools.py is a collection of tools for automated and semi-automated organization and management of large ebook collections. ebooktools.py makes use of the following modules: edit_config.py edits a configuration file which can either be the main config file that contains all the options defined below or the logging config file. convert_to_txt.py converts the supplied file to a text file. It can […]

April 14, 2021 Security

A system that is used for ethical hacking and computer security tests

lab_tool is a system that is used for ethical hacking and computer security tests, this system is also a python library. Warning This tool is only for educational purpose. If you use this tool for other purposes except education we will not be responsible. Pre-requirements The requirements to use the system is to have the following python modules installed: colorama requests wheel Installation To install lab_tool on linux run these commands on your Linux Terminal. git clone https://github.com/dylan14567/lab_tool cd lab_tool […]

April 14, 2021 Uncategorized Leave a comment

Reinforcing program correctness with reinforcement learning

Many of our online activities, from receiving and sending emails to searching for information to streaming movies, are driven behind the scenes by cloud-based distributed architectures, and writing concurrent software—programs with multiple logical threads of execution—is of paramount importance to scale these growing computing needs. Writing correct concurrent software is challenging. Unit, integration, and even stress testing don’t provide reasonable guarantees about the correctness of a concurrent program. Thus, insidious defects can remain latent in software until the late stages […]

April 14, 2021 Python

Build a Python Directory Tree Generator for the Command Line

Creating applications with a user-friendly command-line interface (CLI) is a useful skill for a Python developer. With this skill, you can create tools to automate and speed up tasks in your working environment. In this tutorial, you’ll build a Python directory tree generator tool for your command line. The application will take a directory path as an argument at the command line and display a directory tree diagram on your screen. It’ll also provide other options to tweak the output. […]

April 13, 2021 Uncategorized Leave a comment

Innovation by (and beyond) the numbers: A history of research collaborations in Excel

Microsoft Excel is one of the world’s most important software tools, relied upon users worldwide to create, understand, model, predict, and collaborate. As the Excel team works to leverage new areas of computer science – advancements in programming languages, NLP, Artificial Intelligence, Machine Learning – they turned to Microsoft Research both to leverage the incredible work done in the organization as well as to help co-create a vision for what Excel should look like years into the future. The Excel team has […]

April 13, 2021 Machine Learning

Multiple types of NN model optimization environments

mtomo Multiple types of NN model optimization environments. It is possible to directly access the host PC GUI and the camera to verify the operation. And, Intel iHD GPU (iGPU) support. 1. Environment Docker 20.10.5, build 55c4c88 2. Model optimization environment to be built Ubuntu 20.04 x86_64 CUDA 11.0 cuDNN 8.0 TensorFlow v2.4.1 (MediaPipe Custom OP, FlexDelegate, XNNPACK enabled) tflite_runtime v2.4.1 (MediaPipe Custom OP, FlexDelegate, XNNPACK enabled) edgetpu-compiler flatc 1.12.0 TensorRT cuda11.0-trt7.1.3.4-ga-20200617 PyTorch 1.8.1+cu110 TorchVision 0.9.1+cu110 TorchAudio 0.8.1 OpenVINO 2021.3.394 […]

April 13, 2021 Computer Vision

Computer Vision based ID verification solution provided by LibraX

ID Verification by LibraX.ai This is the first free Identity verification in the market. LibraX.ai is an identity verification platform for developers. This solution is to verify user ID image for name matching, age, and basic fraud detection for ID. LibraX is providing to give this service for free as long as we are in business, and you can reach out to [email protected] for any add-on features or customized requirement. How to use the API? For ID Verfication use the […]

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