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<p>This project deals with improving and updating the capabilities of Blendyn, a post-processor for MBDyn. Some of the major deliverable for this project are:</p> <ul> <li>Complete the automatic visualization of elements.</li> <li>Visualization of internal forces and stress/strain fields of deformable components during animation</li> <li>Sync MBDyn execution and the Blender animation in order to see the Blender scene evolve during the actual MBDyn simulation</li> </ul>

<p>I propose to create a USB Flash Drive with the possibility to conceal the fact that the flash drive contains hidden information. I mean that hidden folders will not be displayed if the USB drive is connected to a computer. The microcontroller of the USB drive will carry the process of encryption and concealment of files. That is why the only solution to break protection will be to physically read memory from the memory component and break the encryption algorithm to get the plain data.</p>

This project aims to develop an OpenVINO GenAI extension for LangChain, enabling users to utilize OpenVINO as a backend for running language models. It involves integrating these components to ensure seamless compatibility, providing optimized performance for language model inference. Deliverables: 1. A fully functional OpenVINO GenAI extension for LangChain, allowing users to run language models with OpenVINO as the backend. 2. A finalized package distributed as a Python wheel.

Move2Kube is a command-line tool for automating creation of Infrastructure as code (IaC) artifacts. It has inbuilt support for creating IaC artifacts for replatforming to Kubernetes/OpenShift. The project is actively developed with new features and bug fixes being added and it is being actively used by many users. There is a need for a concrete test suite to test various components of Move2Kube and integrate it to the existing CI/CD pipeline. Expected Outcome: A test suite for Move2Kube

<p>In Jenkins, we have a Remoting module, which implements a communication layer in the Jenkins automation server. It’s being primarily used for controller ⇔ agent interaction. The purpose of this project is to develop software to support the monitoring and troubleshooting of the Remoting system. To achieve this purpose, we will collect telemetry data (metrics, traces, logs) of the Remoting module with OpenTelemetry and send the data to the OpenTelemetry Protocol endpoint. Which OpenTelemetry endpoint to use and how to visualize the data are up to users.</p>

The project aims to develop an online tool that can group and aggregate topologically or geographically related alarms in IHR's monitored metrics. The tool will include a JS module for analyzing and aggregating alarms, a VueJS component for displaying the aggregated alarms, and integration with IHR's global report. The tool will provide multi-dimensional reports to enhance the visibility and management of the most important events that generate numerous alarms across multiple datasets.

To improve pathology data collection, caMicroscope has added specific tools for assisting with annotations and classifications. However, these tools require a pretrained model and the training workflow is difficult to use. The machine learning training assistant project aims to consolidate and improve the training workflow while also enhancing the user experience. This project may involve adding a microservice to enable training on a server and runtime analysis to determine the most useful information at a given time.

<p>The New Frontend’s basic foundations have been laid in previous work during last summer of code and subsequent contributions thereafter, with CRUD functionality working for most of the APIs offered by the open event server. JSON API spec compliance led to robust integration of the API end points on the client side. However, many bugs still remain, and various APIs have not been implemented yet, or there are other mismatches in actual and expected results.</p>

<p>The motive is enable support for large binary file formats in Genoverse, a genome browser that is written in javascript. This project would involve writing javascript parsers for BigWig, BigBed and VCF file formats. Once this support is added, Genoverse could be adopted by Ensembl for use in their genome browser. This would let Ensembl to process the files on client side and reduce load on server, letting it handle the large amount of genome data Ensembl hosts.</p>

<p>One of my primary goals is to make securetea an industrially usable product. The major topics I am targeting are:</p> <ol> <li>Updating GUI</li> <li>Improving IDS</li> <li>Login module --&gt; Server side and Client side builds</li> <li>Deface detection using ML</li> <li>History Logger</li> <li>Fix issues and bugs throughout</li> </ol>

Canasta is a Docker-based MediaWiki distribution that simplifies the process of setting up a full-featured MediaWiki instance on virtually any server. Despite its extensive features, Canasta currently lacks support for running multiple wikis (a wiki family or wiki farm) within a single container. The aim of this project is to implement this missing functionality and enhance the Canasta command-line interface (CLI) to manage individual wikis within a wiki farm effectively.

<p>Currently the performance tests are only semi-automated and only a subset of algorithms are included, but largely the process is manual. An automatic benchmark suite can be used to detect regressions or improvements in critical components of the system. This GSoC would begin by building a benchmark infrastructure to conduct experiments that compare different choices in critical parts like Sparsity thresholds for Dense/Sparse datasets, Dataset Size, Memory Limit and Hyper parameters decisions.</p>

<p>Face alignment is a computer vision technology for identifying the geometric structure of human faces in digital images. Given the location and size of a face, it automatically determines the shape of the face components such as eyes and nose.</p> <p>The main aim of the project is an implementation of an excellent paper from this year's Computer Vision and Pattern Recognition Conference: One Millisecond Face Alignment with an Ensemble of Regression Trees by Vahid Kazemi and Josephine Sullivan</p>

<p>Data privacy has become one of the hot topics in society, but also in research. In the light of data available to the public or to researchers, data privacy should ensure that individuals cannot be identified. This project aims to improve the code quality of the R package sdcMicro (used for data anonymization) and the R package simPop (used for simulating synthetic confidential data). This can be achieved by writing tests using R packaged like "Testthat" and "devtools".</p>

The aim of this project is to improve the robustness and functionality of the already existing exercises on Robotics Academy: Digit Classification and Human Detection. The frontend of these exercises will be migrated to React, and the appearance of these exercises will be enhanced. The project will also implement ONNX tools like model quantization and graph optimization to reduce computational costs during model execution. In the end, the necessary documentation will be updated to include these changes and guide students to learn better.

<p>Develop an efficient code to contribute to pygeoapi with advanced filter functionality on features. Implement CQL on pygeoapi for specifying enhanced filters in a request to the server. Currently pygeoapi responses are irrespective of any filters queries. If provided efficient and least time computing, complex filter based APIs that would add a high value to the existing system. The query filter could be a simpler expression or it could be an arbitrarily complex expression like a combination of spatial and temporal filters.</p>

<p>The Web Processing Service (WPS) is an Open Geospatial Consortium (OGC) standard that provides rules for publishing and executing processes on the web. PyWPS is an implementation of the WPS standard. It allows to publish and consume geoprocessing services on a server. This project’s aim is to develop database storage support for PyWPS that would allow output data to be stored in a database in a way that is compliant with the OGC WPS Standard using the MapServer platform that implements OGC standards.</p>

<p>This project aims to incorporate components from Robert Strandh’s SICL compiler called Cleavir into CLISP. Adding Cleavir would open up the possibility of adding an array of compiler optimizations, including flow sensitive ones. This new compiler middle-end is intended to transparently hook up to the existing CLISP front-end and byte-code backend. Overall, the expected end result is to get much faster compiled Lisp code from CLISP.</p>

<p>The project is about refactoring the current dual brain activity visualiser's 2D plots and adding new visual components to its 3D part to display more information about the signals. We will rewrite the 2D part using a modern data visualisation framework. In the 3D part, apart from the instant activity of the brain, we will add a dynamic sphere at the location of the signal. The proposed new viewer will also have the interactivity of zooming, play and pause for the users.</p>

<p>Analysis of the architectural performance of WARP-V using FireSim and RocketChip Chisel code. Adding WARP-V to RocketChip to utilize the capabilities of RocketChip in generating a whole SoC. Integrating WARP-V with RocketChip components: L1 Cache, TLB and Page table walker to make RocketChip, WARP-V version, able to run Linux. then running RocketChip, WARP-V version, on FireSim to analysis the performance of WARP-V.</p>

<p>DigiKam is an advanced digital photo management application which enables user to view, manage, edit, organize, tag and share photographs under Linux systems. Currently, DigiKam use SQLite database support which is embedded database i.e. limited to local storage with one user. The goal of this proposal is to use MySQL database, which will provide the ease of more than one DigiKam accessing a remote and common database storage located on a remote server.</p>

<p>The aim of the project is to provide an overall Drupal 8 media module which would bundle the components and configurations of the existing independent media modules. The Drupal media team has been working on various independent modules for quite some time now and since most modules are almost functional, it is important to have an overall module. This module would help accelerate Drupal as the preferred media inclusion CMS amongst other alternatives - thus enabling enhanced development and user experience for all interested parties.</p>

<p>PILT project wants to create a standard to display static and dynamic information over the LG system. We are going to build a system that creates different layers of information in order to display useful representations in the system.</p> <p>The goal will be create a server that handles synchronous and asynchronous information and translates it into KML, moreover we will represent different uses cases like adding integrations with other Liquid Galaxy projects that has to send KML into the system.</p>