Automated labeling is a process in machine learning and data preparation where objects or features of interest within data, such as images, text, or audio, are identified and annotated using algorithms or AI models. This eliminates the need for manual labeling, saving significant time and effort, especially for large datasets. Automated labeling can include tasks…

Visual Quality Control of Weld   The AiA Visual Quality Control of Welds project leverages computer vision to automate the inspection of welds, ensuring consistent and accurate detection of defects in real-time video feeds. The project utilizes two AI-powered image detection models to support quality control processes by identifying and categorizing specific weld issues.  The…

Image data augmentation is a machine learning and computer vision technique that artificially expands a training dataset’s size and diversity by applying various transformations to existing images. These transformations can include geometric changes like rotation, scaling, flipping, and cropping, as well as adjustments to color properties such as brightness, contrast, and saturation. By introducing such…

Know Your Customer Form free text Answer Extraction  Our AiA Know Your Customer (KYC) project focuses on enhancing the accuracy and efficiency of extracting and analyzing handwritten responses in banking forms. Designed to streamline the onboarding process, the project uses AI to recognize, transcribe, and analyze sentiment in customer responses to assess their validity or…

AiA platform development of standard and model integration   Since 2018, our team has been dedicated to the development and standardization of the AiA platform, an advanced AI integration platform designed to provide seamless integration and interoperability of various AI models. Through years of continuous research, we have established a robust framework that allows multiple…

V ITAPSe, spoločnosti zameranej na poskytovanie IT služieb si uvedomujeme význam projektov v IT. Termín „projekt“ môžeme definovať ako dočasnú iniciatívu, ktorej cieľom je dosiahnuť konkrétny výsledok. Nielen v IT priemysle hrajú správne nastavené projekty kľúčovú rolu pre úspešné dodanie očakávaných výstupov. Význam riadenia projektov je aj napriek dostupnosti mnohých nástrojov na riadenie tímu v tejto dobe…

Celosvetové šírenie vírusu SARS-COV-2 spôsobujúceho ochorenie COVID-19 výrazne spomaľuje ekonomiku, pričom najtvrdšie zasahuje najmä drobných podnikateľov ponúkajúcich služby, ktorí boli nútení svoje prevádzky úplne uzavrieť zo dňa na deň. V súčasnej situácii preto čoraz viac spoločností ponúka riešenia s termálnymi kamerami pre detekciu nakazených. My sme si rozobrali túto tematiku hlbšie. Ako sa kríza predlžuje, spoločnosti, obchody,…