SSDMobileNetv2 implementation for OpenVINO
Description:
Implementation of SSDMobileNetv2 in OpenVINO
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oneAPI
Deliver uncompromised performance for diverse workloads across multiple architectures.
Botnet Attack Detection in Machine Learning Using ONE API
URL: https://github.com/Suba021/BotnetDetection
Description:
Botnet attacks are the most serious threat to security attack . To detect it we have to detect unusual traffic, identifying suspicious devices and IP addresses, and eliminating communication with suspicious actors.
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MLagri
URL: https://github.com/Keerthi-pk10/MLsolutionforagriculture
Description:
An Intel OneAPI optimised machine learning approach to detect diseases in tomato leaves.This is to develop an accurate and efficient system that can automatically identify the presence of diseases in tomato leaves from images & classify them into different categories based on the type of diseases.
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DNA KINGDOM PREDICTION
URL: https://github.com/InaMinaMynahMo/IntelOneAPI
Description:
GIVEN THE CODON DATASET, THE KINGDOM OF THE SPECIES IS IDENTIFIED USING MACHINE LEARNING
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AUTOMATED-DIAGNOSIS-OF-EPILEPSY-USING-EEG-SIGNALS
URL: https://github.com/Vishalece/AUTOMATED-DIAGNOSIS-OF-EPILEPSY-USING-EEG-SIGNALS
Description:
This project focuses on building a model for the detection of epilepsy using EEG signals. Epilepsy is a neurological disorder that affects millions of people worldwide. The detection of epilepsy and changes in mental state is important for the diagnosis using DL/ML algorithms.
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Intel oneAPI - NLP Based Emotion Recognition Using Text & Audio
URL: https://github.com/Er-AI-GK/Intel-oneAPI-Speech_Emotion_Recognition_using_NLP_Audio_Text.git
Description:
Intel oneAPI Based Emotion Recognition�using NLP (Audio & Text) Human-Computer interactions are make it mandatory to get accuracy communications, like both human. If computer identify means we will get clever interaction so NLP based recognition gives better accuracy.
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Customer_Type_Prediction_Using_OneAPI
URL: https://github.com/RSVignesh06/Intel-oneAPI---Customer-type-prediction.git
Description:
The problem is to predict the type of customer visiting a hotel based on various attributes related to the customer and the hotel. The classification of the customer type could be a contract, transient, group, etc.
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Curb Deforestation using Intel oneAPI
URL: https://github.com/vidhyavasan07/Curb-Deforestation-using-oneAPI.git
Description:
This project detects forest cover and the barren land in a specific area and predicts soil and temperature in that specific area(barren land) and recommends the tree which can thrive at that environment.
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Driver Drowsiness Detection
URL: https://github.com/gangeshbaskerr/DriverDrowsinessDetection-OneAPI
Description:
The drowsiness detection system monitors the driver's condition and issues an alert if it detects signs of drowsiness using CNN - Python, OpenCV. This system aims to reduce the number of accidents on the road by detecting the driver's drowsiness and warning them using an alarm.
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HabitatHive_oneAPI
URL: https://github.com/fosslover69/habitat-hive
Description:
The project aims to provide properties based on the Habitability Index for people finding properties to rent. This Habitability index is found by an ML model that's backed by oneAPI.
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Real life Violenece Detection with oneAPI
URL: https://github.com/LalithNarayanan/real-life-violence-detection.git
Description:
This Project is for Real-Time Violence Detection deployed with oneAPI
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VisiPol
URL: https://github.com/VisiPol/Webapp
Description:
VisiPol - an AI infused one stop solution for pothole menace and other visual pollutants built using Intel's One API AI Toolkit.
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Openvino Apps
URL: https://github.com/PrinceP/openvino_apps
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Smart AI-based Chatbot using Intel MKL Library and NLP
URL: https://github.com/richasinha12/Intel_AI_Hackaothon
Description:
A conversational Chatbot using Speech Recognition APIs and pre-trained Transformer models with and without intel toolkit.
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Smart Garbage Segregation
URL: https://github.com/raison024/Smart-Garbage-Segregation
Description:
Image classification for recycling refers to the use of machine learning to automatically classify images of waste materials into their respective categories. We have made use of Intel's oneAPI and its oneDNN library which provides highly optimized routines for various deep learning operations.
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FWD : Fresh Water Quality Detector
URL: https://github.com/ArjunRAj77/FreshWaterQualityDetector
Description:
We aim to create an accurate and efficient model that can determine fresh water quality based on various factors such as source, location, season, etc. The repository contains the code and data used in the development of the model, as well as the results and findings of the project.
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OMPify
URL: https://github.com/Scientific-Computing-Lab-NRCN/OMPify
Description:
OMPify is a tool for creating a comprehensive database that contains multiple modalities of code, including source code, AST format, etc. Using this database, OMPify can be used to train large language models, allowing them to learn the semantics of code and generate OpenMP pragmas automatically.
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TraffiKAI
URL: https://github.com/NishankKS/TraffiKAI_IntelOneAPI
Description:
A-EYE on ROADS! An AI & ML solution to solve one of the basic but most important traffic problems in day to day life.
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OneAPI-BCI: Envisioned Speech Recognition for Paralyzed Patients
URL: https://github.com/Kannadasankk/OneAPI-BCI
Description:
This project aims to build an OneAPI-supported EEG-based BCI system for paralyzed patients to communicate with the world. With the help of EEG signals, this project decodes the words/speech thought inside the brain and identifies them with the help of machine learning models.
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Flight Price Prediction
URL: https://github.com/kartikdhari15/Intel-oneAPI-1st-Project-
Description:
The objective of the study is to analyze the flight booking dataset obtained from “Ease My Trip” website and to conduct various statistical hypothesis tests in order to get meaningful insights from it. Ease My Trip is an internet platform for booking flight tickets.
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