Experiments

Artificial Intelligence applied for anomalies detection

Experiment #207

  • Project Date: May - June 2021

  • Services: Power Bi - Azure Custom Vision - Azure Machine Learning - Azure Data Factory - Azure SQL Server

  • Technology used: Data Analytics- Artificial Intelligence

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Early detection of anomalies can bring countless benefits. Therefore, the purpose of experiment #207 is to use Artificial Intelligence to solve all kind of problems possible, focusing on three indicators: the degree of dirt on solar panels, the degree of corrosion in the different parts of windmills and the presence/absence of PPE equipment in the people who are in the enclosure of a building.

Brand Presence thanks to Artificial Intelligence and Big Data techniques

Experiment #206

  • Project Date: March-April 2021

  • Services: Azure ML, Azure Cognitive Services, Azure SQL, Power BI, Data Warehouse

  • Technology used: Artificial Intelligence - Big Data - Cognitive Services - Data Analysis

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The Experiment #206 researches how Artificial Intelligence (AI) and parallel data processing can be used to exploit information generated from different sources in order to measure the brand presence and impact in a customer’s daily life.

Analysis of hot spots in physical stores with Machine Learning, Cognitive Services and Data Analysis

Experiment #205

  • Project Date: January-February 2021

  • Services: Azure ML, Azure Cognitive Services, Face API, Azure Data Factory, Azure SQL, Power BI

  • Technology used: Machine Learning - Cognitive Services - Data Analysis

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The Experiment #205 researches how Artificial Intelligence (AI) can be used to analize the hot spots in-store and produce data that can be utilized to generate or increase sales processes.

Autonomous Robotic Arm with Machine Teaching, Cognitive Services and IoT

Experiment #204

  • Project Date: January-March 2020

  • Services: Azure Custom Vision, Reinforcement Learning, OpenAI Gym, Windows 10 IoT Core

  • Technology used: Machine Teaching - Cognitive Services - IoT

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The Experiment #204 researches about the possibilities of using Custom Vision Object Detection and Reinforcement Learning in a Machine Teaching approach to building an autonomous robotic system.

Facial Recognition Access Control

Experiment #103

  • Project Date: November-December 2019

  • Services: Azure Cognitive Services, Face API, Text to Speech API and Windows 10 IoT Core

  • Technology used: Artificial Intelligence and Internet of Things

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The Experiment #103 researches about the possibilities of applying Cognitive Services to create an access control system only managed by an Artificial Intelligence by giving it the capabilities of speaking human languages and recognizing human faces.

Hotel Customer Reviews Classification with Machine Learning and Cognitive Services

Experimento #102

  • Project Date: September-October 2019

  • Services: Azure Notebooks, Azure Machine Learning, Keras Neural Network, Azure Cognitive Services and Microsoft Flow

  • Technology used: Machine Learning and Cognitive Services

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The Experiment #102 researches about the possibilities of applying Cognitive Services and Deep Learning to understand and manage a huge amount of information from human interactions without the human intervention. We will discover if an Artificial Intelligence is capable of collect all this raw data, classify it and manage all the different situations.

Using Blockchain and IoT during organ transportation

Experiment #101

  • Project Date: May-August 2019

  • Services: Azure IoT Central, Azure IoT Hub, Azure Event Hubs, Azure Functions and Azure Blockchain Workbench

  • Technology used: Internet of Things and Blockchain

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This Experiment researches about the possibilities of merging IoT and Blockchain. IoT allows us to interact with devices and collect measurements like temperature and humidity from different sensors. The different involved agents send and receive data that the Blockchain structure stores, transmits and verified.

Virtual Flat

Virtual Reality Experience

  • Project Date: 2018

  • Services: Virtual Reality

  • Technology used: Unity 3D

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We created a virtual visit experience to model flats for builders and luxury realtors. Our demo was inspired by a flat in the city of San Francisco. This project aims to improve the buyers experience with realtors, facilitating the purchase of properties around the world.

Artificial Intelligence applied for anomalies detection

Artificial Intelligence applied for anomalies detection

Experiment #207

  • Project Date: May - June 2021

  • Services: Power Bi - Azure Custom Vision - Azure Machine Learning - Azure Data Factory - Azure SQL Server

  • Technology used: Data Analytics- Artificial Intelligence

Early detection of anomalies can bring countless benefits. Therefore, the purpose of experiment #207 is to use Artificial Intelligence to solve all kind of...

Read more
experiment #206: Brand Precense 3

Brand Presence thanks to Artificial Intelligence and Big Data techniques

Experiment #206

  • Project Date: March-April 2021

  • Services: Azure ML, Azure Cognitive Services, Azure SQL, Power BI, Data Warehouse

  • Technology used: Artificial Intelligence - Big Data - Cognitive Services - Data Analysis

The Experiment #206 researches how Artificial Intelligence (AI) and parallel data processing can be used to exploit information generated from different sources in order...

Read more
Experiment 203 analysis of hot spots in physical stores

Analysis of hot spots in physical stores with Machine Learning, Cognitive Services and Data Analysis

Experiment #205

  • Project Date: January-February 2021

  • Services: Azure ML, Azure Cognitive Services, Face API, Azure Data Factory, Azure SQL, Power BI

  • Technology used: Machine Learning - Cognitive Services - Data Analysis

The Experiment #205 researches how Artificial Intelligence (AI) can be used to analize the hot spots in-store and produce data that can be utilized...

Read more

Autonomous Robotic Arm with Machine Teaching, Cognitive Services and IoT

Experiment #204

  • Project Date: January-March 2020

  • Services: Azure Custom Vision, Reinforcement Learning, OpenAI Gym, Windows 10 IoT Core

  • Technology used: Machine Teaching - Cognitive Services - IoT

The Experiment #204 researches about the possibilities of using Custom Vision Object Detection and Reinforcement Learning in a Machine Teaching approach to building an...

Read more

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