CircuitDigest’s AI project library covers everything from machine learning and computer vision to NLP and edge AI, designed for beginners, hobbyists, and makers alike. Our simple AI projects include full source code, datasets, and step-by-step implementation guides that take you from concept to working solution. Gain practical experience with Python, deep learning frameworks, and modern AI tools while building intelligent systems and solving real-world problems. Whether you’re experimenting for the first time or tackling advanced artificial intelligence-based projects, these hands-on tutorials provide a structured pathway to mastering AI.
Explore related project hubs: Drone | Electronics | IoT | Robotics | ESP32 | Raspberry Pi
Text-to-Speech, or TTS, is a technology that converts written text into spoken audio. It is widely used in voice assistants, accessibility tools, alert systems, kiosks, and smart devices. Today, ESP32 Text to Speech using AI has become a common approach for adding voice output to small electronic projects. On computers and smartphones, TTS works smoothly because…
By Arpit Sengar
Memento Cognitio is a hardware-software project that enables users to capture images with an Adafruit MEMENTO Camera Board, analyze them using AI (Google Gemini), and receive concise spoken descriptions via Bluetooth on a desktop computer.
Why was it made?This project was…
By Gautham Chenoth Praveen
I created Memento-Flex, a flexible camera designed specifically for students.It is a programmable camera that changes its "brain" depending on what you need to do. Instead of buying a separate expensive camera for photography and a separate sensor for scientific work, this one device does both.
The Three Modes
Creative Mode: A "fun" camera for…This project aims to develop an intelligent robot that can automatically collect and sort waste using artificial intelligence and camera-based sensing. The robot utilizes the Adafruit Memento Camera powered by the ESP32-S3 microcontroller as the main vision and processing unit. The camera captures images of waste materials and runs an on-device AI model to detect and…
By Biswa Pratik Parida
The Privacy-Centric Edge AI Station
The S3 Private AI Station was developed to address the growing concern regarding data privacy in the ecosystem of smart home assistants. Traditional smart speakers rely heavily on cloud-based processing, which necessitates the continuous…
By Karthick Nagaraj
Bringing Knowledge to Life: Meet SmartLearn Avatar
SmartLearn Avatar is a revolutionary AI-powered educational ecosystem that breathes life into static study materials. By transforming PDFs, lecture notes, and web resources into a vibrant, dual-voice conversation, it provides…
By Krishna Chauhan
The Aura AI system is built on a Client-Server architecture that splits the workload between an Edge Device (the physical interface) and a powerful Python Backend (the brain).
1. Firmware (The Edge - aura_firmware.c) The code for the ESP32-S3-BOX-3 is written in C using the ESP-IDF framework. It handles real-time interaction with zero latency.
Wake Word…By Aman Gandotra
Find My Book is an AI and IoT-powered Smart Library Management System designed to automate the processes of book searching, issuing, returning, and theft detection.
This system includes an interactive touchscreen kiosk on the ESP32-S3 Box 3, which allows users to quickly locate…
By Archit Jain
Technology today is rapidly transforming the way humans interact with machines, making systems more intuitive, lifelike, and intelligent. Advancements in Artificial Intelligence (AI), robotics, and embedded systems have opened new pathways for creating machines that can mimic human expression and behaviour. This…
Ever wondered if a small, low-cost board like the ESP32-CAM can actually recognise objects or even identify Indian currency notes? In this project, the answer is a clear yes. We combine the ESP32-CAM with the powerful Edge Impulse platform to build a system capable of object detection and image classification right at the edge. By using the Edge Impulse at every step…
By Udhaibalaji
The AI-Enhanced Child Safety Wearable and Smart Home System is an integrated IoT-based solution designed to improve the safety, health monitoring, and home automation support for children especially physically challenged children and modern children who spend time alone at home. With increasing nuclear families and working parents, ensuring continuous supervision and…
Voice recognition is becoming an essential part of the Internet of Things (IoT), allowing us to control, monitor, and interact with devices hands-free. At its core, ESP32 speech to text works by capturing audio through a microphone, processing it, and converting it into text that devices can understand. This text is then used to trigger commands, just like how…