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- Public Address Systems
75 Inch 8GB RAM/ 128 GB ROM Interactive Flat Panel
Studynlearn Interactive Flat Panel boasts a stunning 4K resolution, delivering images and content with unmatched clarity. No distractions here, thanks to our cutting-edge zero bonding technology that eliminates glare and reflections, ensuring an immersive learning environment.
SKU: Study'n'Learn (SNL) 75 Inch 8GB RAM/ 128 GB ROM Interactive Flat Panel - Python AI/ML Based Projects
Predictive Maintenance using Unsupervised Machine Learning
For any industrial machinery equipment, there is a need to increase operational flexibility and reduce operating costs. To achieve this objective, system engineers mainly focuses on 3 attributes of the machinery, namely reliability, maintainability and reliability. Maintenance strategy significantly improves the reliability and availability of assets and, as a result, decreases the number of unpredicted breakdowns. Recently unsupervised Machine Learning has received much attention in anomaly detection and predictive maintenance of equipments before they can fail. Unsupervised learning can help automate and improve feature engineering by extracting relevant and informative features from the data, without requiring labels or prior knowledge. In this project there are three different techniques that are applied: 1) PCA Model, 2) Auto-encoder Model and 3) LSTM Model with auto-encoder for detection of motor and compressor failures.
SKU: Predictive Maintenance using Unsupervised Machine Learning - Python AI/ML Based Projects
Bank Statement Analysis and Transaction Category Prediction
Bank statement analysis involves summarizing cash inflows and outflows from statements and providing an overview of financial health of individuals. Businesses and NBFCs consider the financial history of borrowers during credit assessments and bank statement analysis tool is being used by various industries for faster processing times, efficiency, and document processing purposes. The objective of this project is to study the cashflows in terms of debits and credits for the retail customers and predict the transaction categories based on mode of transactions and counter parties etc. Various Machine Learning algorithms are used to classify the transaction categories using train data and predict the transaction categories using test data. It also recommends the algorithm that gives the best accuracy score.
SKU: Bank Statement Analysis and Transaction Category Prediction - Public Address Systems
Interactive Flat Panel Display (75 inch)
Introducing our Interactive Flat Panel Display, the perfect solution for modern classrooms, conference rooms, and collaborative work environments. This cutting-edge display combines advanced technology with intuitive features to revolutionize the way you teach, present, and collaborate. Immersive Interactive Experience Immerse yourself in an interactive learning and working experience like never before.
SKU: Interactive Flat Panel Display (75 inch) - Python AI/ML Based Projects
Image Search using Deep Learning
Content based Image Retrieval (CBIR) is a popular technique used in computer vision for finding out a specific image out of a given set of images. Different category of images is stored in a folder of the repository. These are then preprocessed and visualized using image processing technique. Autoencoder architecture is used for image classification. Deep learning model is trained with the train set of data while model inferencing is done by using test component of dataset. When the user wants to search a particular image which will be matched with each of the images present in the repository and the image that is best matched with the given image will be displayed on the top followed by other similar images based the similarity score. Flask API is used to develop a web application running on local server. This project finds many useful applications such as fashion and retail, manufacturing and health care industries.
SKU: n/a - Public Address Systems
Interactive Flat Panel Display (65 inch)
Introducing our Interactive Flat Panel Display, the perfect solution for modern classrooms, conference rooms, and collaborative work environments. This cutting-edge display combines advanced technology with intuitive features to revolutionize the way you teach, present, and collaborate. Immersive Interactive Experience Immerse yourself in an interactive learning and working experience like never before.
SKU: Interactive Flat Panel Display (65 inch) - Public Address Systems
Digital Notice Board 32 inch Horizontal Wall Mount
Introducing the Advance 32” Digital Notice Board, a powerful digital signage display that revolutionizes how you promote your business and effectively utilize available space. With its sleek design and built-in software, this smart notice board makes content setup a breeze, accessible from your computer or mobile phone. Displayed in multiple locations, this digital notice board enhances productivity in the workplace while ensuring easy accessibility and protection against theft. Featuring advanced functionalities, this notice display keeps you up-to-date with live Weather, Date, and Time display, a dynamic News Ticker, and real-time stocks price updates, all refreshed every minute. With a swift 5ms response time for color changes, this display ensures vibrant visuals. Its convenient Plug & Play feature simplifies installation and troubleshooting, making it a user-friendly choice for any business setting. Invest in the Advance 32” Digital Notice Board to transform your advertising efforts and create a captivating visual experience for your audience. Boost your online presence with this SEO-friendly description, showcasing the power of digital signage to reach and engage customers effectively.
SKU: Digital Notice Board 32 inch Horizontal Wall Mount - Python AI/ML Based Projects
Recommendation System for eLearning contents
In this project eLearning contents are generated by scraping the websites and then keywords are extracted using Spacy library. Clustering techniques are used to cluster the contents as ‘Low’, ‘Medium’ and ‘High’ complexity. The contents are personalized by matching the contents with user’s profile. Cosine Similarity is used to recommend the websites and keywords based on search keywords as entered by the user. Top 10 search results along with the similarity scores will be displayed to the user when the user wants to search a specific eLearning material from the internet.
SKU: Recommendation System for eLearning contents - Public Address Systems
Digital Podium , Electronic Podium with i3/4GB/500GB HDD
Advance Tech India Introducing cutting-edge Digital Podium, a game-changing solution for presentations, lectures, and public speaking engagements. With its advanced features and sleek design, our Digital Podium offers a seamless and immersive speaking experience, empowering you to deliver impactful presentations with ease.
SKU: Digital Podium , Electronic Podium with i3/4GB/500GB HDD - Python AI/ML Based Projects
Forecasting Corona Virus Outbreak
The outbreak of COVID-19 made a significant health impact across the globe. This project is designed to analyze how coronavirus affect different nations and to predict potential COVID-19 cases across all the globe on an everyday basis. The objective was to gauge COVID-19 on three metrics- confirmed cases, recovered cases and death events for the next day using historical data as on a given date. Various forecasting models such as Linear Regressor, Random Forest Regressor, ARIMA, Prophet, Holt Winter etc. are used for time series analysis and forecasting COVID cases.
SKU: Forecasting Corona Virus Outbreak - Public Address Systems
Audio Podium, Electronic Lectern with in-Built Speaker, Amplifier & Mic System
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Public Address SystemsAudio Podium, Electronic Lectern with in-Built Speaker, Amplifier & Mic System
Metallic – Sleek Black Audio Podium | PA Lectern System is a unique offering from the Brand of ADRTECH, suiting all your needs of a PA Lectern system. This sleek podium has it all inside. Equipped with a built-in Amplifier system and high-quality speakers, the AdvanceTech podium has an attractive look and eloquent design to attract attention. 2 x 50W Speakers 100W Amplifier Gooseneck Mic Connectivity Via: Auxiliary, Bluetooth, USB, FM.
SKU: Audio Podium, Electronic Lectern with in-Built Speaker, Amplifire & Mic System - Electronics Projects (BTech MTech)
Solar Sea Weather and Pollution Tracker
The Solar Sea Weather and Pollution Tracker uses an ESP32, turbidity sensor, pH sensor, DS18B20 temperature sensor, and humidity sensor to monitor marine conditions. Powered by solar energy, it tracks water quality and environmental factors like turbidity, pH, temperature, and humidity, promoting sustainable marine ecosystem management.
SKU: solar-sea-weather-and-pollution-tracker - Python AI/ML Based Projects
Semantic Search Engine Using Generative AI
With the advent of Large Language Model (LLM) like ChatGPT, semantic search has received much attention in recent time. This project takes advantage of LLM to help build semantic search engine which finds wide spread applications across industries. It starts with chunking the documents and creating vector database using Amazon Titan text embedding model. When the user wants to search a specific information from the document(s), it fetches the information that are semantically closer to the user’s query and displays top 3 answers based on similarity score. An User Interface (UI) is developed using Gradio which helps user to interact with search query and receive response from the LLM.
SKU: n/a - Python AI/ML Based Projects
Neural Machine Translation
The objective of this project is to convert Hindi sentence to English sentence for non-native speakers using Neural Machine Translation. The dataset is preprocessed by removing punctuations and all duplicate values as well as all quotes, numbers and white spaces that are present in text data. Then English and Hindi vocabulary is prepared by splitting sentences into words. Encoder Decoder architecture is used to build the model wherein decoder is an LSTM model with embedding layer, sequence to sequence layer, attention mechanism and dense layer. The model is appropriately trained with the train data and saved the model weights, which are loaded while inferencing the test data for making the prediction. The predicted English translation will be obtained from decoded sequence function.
SKU: n/a - Python AI/ML Based Projects
AI Assistant for Tourists
This project is aimed to develop a virtual assistant chatbot that can help the tourists tell the weather for any city, places around a city and points of interests such as beaches, hotels, restaurants around a city etc. Rasa framework is employed to build the chatbot. The application can be run on local browser. The user can interact with the chatbot using a simple UI built on HTML and CSS.
SKU: n/a - Python AI/ML Based Projects
Malware Prediction in Software
Malwares are software viruses. Once a computer can be infected by malware, criminals can hurt consumers and enterprises in many ways. The purpose of this project is to explore and analyse the data to find out the varieties of software issues. All potential features are extracted and feature selection technique is applied to define the target variable and input feature matrix. Various classification algorithms are used to classify the potential malwares and best classifier is recommended. Model explainability is used explain the top few candidate features based on feature importance.
SKU: n/a - Python AI/ML Based Projects
Telecom Network Anomaly Detection
Network security is becoming increasingly important as large number of applications are running on the top of it. There are number of network parameters that are commonly used to specify the Telecom network. Careful analysis is required to be done in order to understand the vulnerability of the network. Therefore anomaly detection is so important in the network. The data science techniques are used to study the network parameters and then classification algorithms are applied to classify the network issues. The web based application is also developed using Streamlit so that the user can interact with the application by changing the network parameters thereby helping the user to understand whether the network is ‘OK’ or ‘Not OK’.
SKU: n/a - Python AI/ML Based Projects
Ground Water Quality Prediction
This project leverages Machine Learning techniques to determine the quality of ground water being considered as drikable. It starts with exploratory data analysis followed by visualizations and classification algorithms such as Logistic Regression, kNN, DecisionTree, Random Forest, XGBoost and so on. The performance of the models are evaluated using confusion metrics and compared to understand their suitability of their usage to solve the business problem.
SKU: n/a - ATmega328 Board Projects, Prototyped Concepts
Digital Energy Meter using ATMEGA328
A Digital Energy Meter using the ATmega328 microcontroller measures electrical energy consumption in real-time. It tracks voltage, current, and power usage, displaying the data on an LCD. The system provides accurate energy monitoring, making it useful for residential or industrial applications, promoting efficient energy management and consumption tracking.
SKU: Digital Energy Meter using ATMEGA328 - ATmega328 Board Projects, Prototyped Concepts
Rotating Platform Based on ATmega328 and NEMA17
A rotating platform controlled by an ATmega328 microcontroller and powered by a NEMA17 stepper motor provides precise rotational movement. The ATmega328 manages step pulses sent to a stepper driver, allowing accurate control of speed and direction. Ideal for automation, robotics, or display projects requiring smooth, reliable rotation.
SKU: Rotating Platform Based on ATmega328 and NEMA17 - ATmega328 Board Projects, Prototyped Concepts
Digital Mini Inverter using ATmega328
A digital mini inverter using an ATmega328 microcontroller converts DC to AC power, suitable for low-power applications. The ATmega328 controls the switching of transistors or MOSFETs to create a stable AC output. Compact and efficient, it’s ideal for portable devices, solar systems, or battery-powered electronics.
SKU: Digital Mini Inverter - ATmega328 Board Projects
Weather Monitoring System using Android App
A weather monitoring system using an Android app allows users to access real-time weather data on their smartphones. The system collects data from sensors like temperature, humidity, and pressure, and transmits it to the app via Bluetooth or Wi-Fi. Users can monitor weather conditions conveniently, anytime, anywhere.
SKU: Weather monitoring system using android Apps - ATmega328 Board Projects
Wireless Notice Board using ATmega328
A Wireless Notice Board using the ATmega328 microcontroller enables remote display of messages via Bluetooth. The ATmega328 receives data from a paired Bluetooth device, processes it, and displays the message on an LCD. This setup is ideal for updating information in real-time, offering convenience and efficiency in various environments.SKU: Wireless Notice Board using ATmega328
