DevMesh

HPC

Drive faster breakthroughs through faster code: Get more results on your hardware today and carry your code forward to the future with code modernization.

Solar Flares Prediction / Unsupervised Learning

URL: https://github.com/SHIVAANISREE/SolarFlares

Description:

Predicting solar flares is of critical importance for mitigating the potential adverse effects of these intense bursts of radiation on power grids, GPS systems, and the safety of individuals in space. Intel OneAPI is powerful tools can play a pivotal role in building solar flares prediction systems.

Posted:

Green Spaces Mapping in Urban Areas and Predictions

URL: https://github.com/kp-Captain02/The_Game_Changers.git

Description:

This project uses geographic information system (GIS) data, satellite imagery, and clustering techniques to identify and map green spaces within urban areas. The primary goal is to combat global warming and address climate change by promoting efficient urban planning strategies prioritising regions

Posted:

ZFP floating point library to DPC++ SYCL

URL: https://github.com/alpers-git/zfp

Description:

We working on porting the features of ZFP compression library to SYCL. We will begin by porting the fixed-rate compression mode then we will move on to other functionalities.

Posted:

SongifyVox - Transform Voices into Songs with Artificial Intelligence

URL: https://github.com/Rayan-Rasheed/SongifyVox-Voice-to-Song

Description:

SongifyVox is an innovative voice conversion app powered by PyTorch, Intel@ One API a cutting-edge deep learning framework. This revolutionary application allows users to transform their recorded voices by choosing their favorite AI artist into captivating songs with the help of AI algorithms.

Posted:

soft_spi_master

URL: https://github.com/vishweswar/soft_SPI_master.git

Description:

Motorola SPI (fourwire) is an industry standard serial interface protocol. Imagine having a controller synthesize on an FPGA. Well the Intel_DE1-SoC HPS has an SPI Master module. However, with this soft controller you can have a lot of SPI devices operating at 1ce & hence greater parallel freedom!

Posted:

Soft Bit Pattern Generator for AD7928 ADC

URL: https://github.com/vishweswar/ADC.git

Description:

Soft Bit Pattern Generator is synthesizeable on an FPGA (originally developed for Altera DE1-SoC board). The purpose of this project is to use the GPIO pins to interface with more than 1 ADC in parallel. AD7928 is an analog to digital converter with throughput upto 1 MSPS given a 20 MHz clock.

Posted:

AI university assignments and workshops utilizing Intel oneAPI

URL: https://github.com/muriloboratto/AI-intelOneAPI

Description:

Assignments and workshops, students become aware of the breadth of Intel AI portfolio and practical experience of the benefits of using Intel AI software and hardware co-optimized solutions. By default, students consider Intel's AI portfolio for their future academic and professional AI projects.

Posted:

Emotion prediction using EEG or Brain machine interfacing

URL: https://colab.research.google.com/drive/1qSPydVQBqyVrHIr1n36XIbubFX6BMdKo

Description:

The project involves using brain-machine computing to predict emotions. This likely involves using brainwave data to identify patterns that correspond with different emotional states. The project is currently in progress, i am still collecting data, developing algorithms........

Posted:

Automated Weed Detection and Removal in Agricultural Fields Using oneAPI Toolkit

URL: https://github.com/Nitin-Mane/Automated-Weed-Detection

Description:

The proposed method uses a Residual Network (ResNet) architecture with Auto Mixed Precision (AMP) to classify images of crops and weeds. The use of AMP allows for dynamic adjustment of the precision of computations during training and inference, which can improve the model's performance.

Posted: