Authentication

An open solution for strong two-factor authentication like OTP tokens

privacyIDEA privacyIDEA is an open solution for strong two-factor authentication like OTP tokens, SMS, smartphones or SSH keys. Using privacyIDEA you can enhance your existing applications like local login (PAM, Windows Credential Provider), VPN, remote access, SSH connections, access to web sites or web portals with a second factor during authentication. Thus boosting the security of your existing applications. Overview privacyIDEA runs as an additional service in your network and you can connect different applications to privacyIDEA. privacyIDEA does not […]

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Pattern Matching

A library for pattern matching on symbolic expressions in Python

MatchPy MatchPy is a library for pattern matching on symbolic expressions in Python. Work in progress Installation MatchPy is available via PyPI, and for Conda via conda-forge. It can be installed with pip install matchpy or conda install -c conda-forge matchpy. Overview This package implements pattern matching in Python. Pattern matching is a powerful tool for symbolic computations, operating on symbolic expressions. Given a pattern and an expression (which is usually called subject), the goal of pattern matching is to […]

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Fonts

Font Development Toolkit for FontLab 6 & 7 with python

TypeRig TypeRig is a Python library aimed at simplifying the current FontLab API while offering some additional functionality that is heavily biased towards a simultaneous multi-layered workflow. As TypeRig (TR) is under rapid development in the last couple of years, please do update frequently. Important note If you are experiencing any trouble running your scripts after April 2021 please refer to our latest Py2.7 release. It is a snapshot before switching the TR core to Py3+ and refactoring most scripts […]

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3D

A scalable implementation of WobblyStitcher for 3D microscopy images

WobblyStitcher A scalable implementation of WobblyStitcher Dependencies $ python -m pip install numpy scipy scikit-image Visualization ImageJ Getting started Generate four files with fake input $ (cd tool && make) $ ./tool/gen -n 200 200 200 -o 10 10 $ ls -1 *.raw 200x200x200le.00.00.raw 200x200x200le.00.01.raw 200x200x200le.01.00.raw 200x200x200le.01.01.raw stitch $ python3 main.py main.py: processes = 4 47% 390x390x200le.raw Open 390x390x200le.raw in ImageJ. References Kirst, C., Skriabine, S., Vieites-Prado, A., Topilko, T., Bertin,P., Gerschenfeld, G., … & Renier, N. (2020). Mapping the […]

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Data Analysis

An open source Python library for the interactive analysis of multidimensional datasets

HyperSpy HyperSpy is an open source Python library for the interactive analysis of multidimensional datasets that can be described as multidimensional arrays of a given signal (for example, a 2D array of spectra, also known as a spectrum image). HyperSpy makes it straightforward to apply analytical procedures that operate on an individual signal to multidimensional arrays, as well as providing easy access to analytical tools that exploit the multidimensionality of the dataset. Its modular structure makes it easy to add […]

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Django

Django backend of Helium’s planner application

Django backend of Helium’s planner application. Prerequisites Python (>= 3.6) Pip (>= 9.0) MySQL (>= 5.7) Redis (>= 3.2) Getting Started The Platform is developed using Python and Django. Project Setup To setup the Python/Django Platform build environment, execute: make install This project is configured to work with a Virtualenv which has now been setup in the .venv folder. If you’reunfamiliar with how this works, read up on Virtualenv here. The short versionis, virtualenv creates isolated environments for each project’s […]

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Deep Learning

Fast Learning of Temporal Action Proposal via Dense Boundary Generator

ActionDetection-DBG In this repo, we propose a novel and unified action detection framework, named DBG, with superior performance over the state-of-the-art action detectors BSN and BMN. You can use the code to evaluate our DBG for action proposal generation or action detection. For more details, please refer to our paper Fast Learning of Temporal Action Proposal via Dense Boundary Generator! Paper Introduction This paper introduces a novel and unified temporal action proposal generator named Dense Boundary Generator (DBG). In this […]

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Machine Learning

Learning a Contact Potential Field to Model the Hand-Object Interaction

This repo contains model, demo, and test codes of our paper: CPF: Learning a Contact Potential Field to Model the Hand-Object InteractionLixin Yang, Xinyu Zhan, Kailin Li, Wenqiang Xu, Jiefeng Li, Cewu LuICCV 2021 1. Get our code: $ git clone –recursive https://github.com/lixiny/CPF.git $ cd CPF 2. Set up your new environment: $ conda env create -f environment.yaml $ conda activate cpf 3. Download asset files Down load our [assets.zip] and unzip it as an assets/ folder. Download the MANO […]

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Detection

Progressive Domain Adaptation for Object Detection

DA_detection Progressive Domain Adaptation for Object Detection Implementation of our paper Progressive Domain Adaptation for Object Detection, based on pytorch-faster-rcnn and PyTorch-CycleGAN. Paper Progressive Domain Adaptation for Object DetectionHan-Kai Hsu, Chun-Han Yao, Yi-Hsuan Tsai, Wei-Chih Hung, Hung-Yu Tseng, Maneesh Singh and Ming-Hsuan YangIEEE Winter Conference on Applications of Computer Vision (WACV), 2020. Please cite our paper if you find it useful for your research. @inproceedings{hsu2020progressivedet, author = {Han-Kai Hsu and Chun-Han Yao and Yi-Hsuan Tsai and Wei-Chih Hung and Hung-Yu […]

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Search

MMNas: Deep Multimodal Neural Architecture Search

MMNas MMNas: Deep Multimodal Neural Architecture Search This repository corresponds to the PyTorch implementation of the MMnas for visual question answering (VQA), visual grounding (VGD), and image-text matching (ITM) tasks. Prerequisites Software and Hardware Requirements You may need a machine with at least 4 GPU (>= 8GB), 50GB memory for VQA and VGD and 150GB for ITM and 50GB free disk space. We strongly recommend to use a SSD drive to guarantee high-speed I/O. You should first install some necessary […]

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