AI Face Recognition
Creating an innovative platform for emotion recognition, which analyzes multimedia content
ARTIFICIAL INTELLIGENCEEDUCATION, ENTERTAINMENT AND MEDIA
Project Concept
The client, approached us with a request to develop this project. The concept of this project involves creating an innovative platform for emotion recognition, which analyzes multimedia content, including video (e.g., .mp4), audio (e.g., .mp3), and text (e.g., .txt) files, to identify and categorize emotions such as happiness, anger, sadness, etc.
This platform is intended for a wide range of applications, from assessing the psychological-emotional state of employees to customer service and feedback analysis (in the future), providing insights into emotional states across different contexts. It will have a user-friendly web interface for easy interaction, including features such as file uploading, emotion analysis, and detailed emotion reports with the ability to tag and categorize files for better organization and analysis.
Technical Requirements
Backend: Development using Node.js and Express for RESTful API services. Database: PostgreSQL for user data storage, file metadata, analysis results, and user tags or categories.
Frontend: A simple yet intuitive web interface for interacting with the platform. HTML/CSS + [Small frontend libraries].
Emotion analysis mechanism: Integration of machine learning models capable of analyzing textual, audio, and video content for emotion recognition. Human + OpenAI + Whisper.
Security: Implementation of standard security practices to protect data and authenticate users. ISO 27001.
Cloud Infrastructure: Deployment on Azure, utilizing services for computation, storage, and potentially machine learning capabilities (Azure Cognitive Services for pre-trained emotion recognition models).
Testing: Using Jest or Mocha for backend testing, and Selenium or Cypress for end-to-end web interface testing.
Project Objectives
With the help of this software, our client wanted to collect and process information about the internal state of employees, their levels of happiness, satisfaction, dissatisfaction, concerns, and other emotions related to work and life.
Working with this information could increase employee efficiency and happiness levels at work and in life.
Interesting Points:
- We planned to commercialize the project for other companies in the future.
- It's the first Ukrainian project of its kind.
- Its uniqueness will enable reading a person's internal emotional state through external manifestations and AI use as a tool for gathering and processing this information.
Schedule a call
with our Business Analyst
Related Cases
What our clients say
Play Video
Constructivo
Soft-Industry has demonstrated a strong trustworthiness with the goals of our company. We have been working with them since the end of 2001 reducing our IT budget to 80% and increasing our time responsiveness to 95%. In our web business, time is very critical. Over 5,000 users in South America are accessing, searching, creating and reading data on our web tool, maintained by Soft-Industry. Several projects with different requirements are requested every month, and Soft-Industry team has an extraordinary commitment with our company. Construtivo.com recommends Soft-Industry as a contractor for software development projects outsourcing and as a reliable and qualified IT partner.
Robert Rodrigues jn
IT and Development Manager
EMSI Burning Glass
Cooperation between EMSI Burning Glass (formerly Burning Glass Technologies) and Soft Industry Alliance has started 7 years ago, when SIA has been selected as a technical partner to strengthen our internal development teams on several projects. As our cooperation progressed, we’ve expanded it to an additional set of projects.
Through many years of our partnership, Soft Industry Alliance engineers were able to complete most of their tasks successfully, which helped us to achieve our business goals.
Another advantage is their adaptability to our processes and working hours. SIA cooperates successfully with our offices in US, Europe and India.
We highly appreciate our productive business relationship and happy to continue working together!
Michael Genzelev
Director of Engineering, Data and Engines
British American Tobacco
We set tasks for SIA to expand and renew the QIS-X system – a new scheme and new calculations of the number of quality, extensions for THP products, tobacco chemistry and safety indicators in cigarette smoke.It has always been a pleasure to cooperate with the SIA team as we worked to expand QIS-X. The most valuable experience for me is the cooperation on the data transfer unit of safety and chemistry indicators of THP for the calculation of the quality indicator.
I am grateful to SIA for its prompt attention, desire to understand the problem, ability to work in a team, effective solutions and their quality implementation.
British American Tobacco
British American Tobacco
Code-IT
We started to work with Soft industry Alliance when we needed developers for our project strongly. SIA team solved all tasks in time and helped us to reach our business goals. All company employees are very professional and loyal, very easy to work with, and very dedicated to completing all work on time with high quality. They are open and honest, it’s valued.
Valeriy Borzov
Code-IT
Nova Solutions LLC
I want to share my experience of cooperation with Soft Industry Alliance.
They provide highly qualified technicians within the stipulated time at prices lower than specialists from Europe/USA of a similar level. The company is flexible in making decisions, the cooperation is always comfortable because you can expect to find a win-win solution. They are flexible in communication, their employees are loyal, and they have quite strong soft skills, and are also ready to back up colleagues in the course of completing tasks. Soft Industry Alliance is ready to work in cooperation with other companies to help clients achieve their business goals and be proactive towards the contractor to solve the tasks. And they continued to work even in wartime, keeping the team as productive as possible.
Michael Gutkin
Nova Solutions LLC
Comocom GmbH
We appreciate Soft Industry as a reliable and trustful partner, we appreciate the flexibility to find solutions to any arising issues.
As an ISO-certified company Soft Industry has a huge advantage when having to choose what fits that security requirements.
Carlos Valero
Chief Executive Officer