ESP32

By Teerath Agrawal

Ensuring the safety of loved ones—especially children and the elderly—is a constant concern for families. While caregivers want to stay connected and responsive at all times, it is practically impossible to monitor someone continuously. Existing solutions often address only one scenario: either home monitoring or personal safety on the go, forcing…

By Ameya Angadi

In an era of endless notifications and remote work, our greatest challenge isn't a lack of tools, it’s a lack of focus. We often turn to our smartphones for a simple timer or a to-do list, only to find ourselves sucked into social media ten minutes later. This "Digital Fatigue" is a real problem, I faced similar problems while studying for my exams. I realized that using…

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

By Angel Lalu

Smart home systems are increasingly adopting intelligent sensing technologies to understand indoor environments and automatically adapt to the user's needs. Among these technologies, cameras play a critical role in tasks such as human presence detection, room occupancy monitoring, and context-aware automation 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 Ojas Chanakya, Aniruddh Viswananthan

We have developed a smart home energy management system prototype that divides the house into sectors and efficiently chooses which sector is powered by what energy source. The reason why we developed this project was that in India, the adoption of renewable energy is still not widespread, despite the subsidies and…

By Jaseem Akhtar

A smart cute, friendly, intelligent robot pet. Desk companion, helps you in almost everything - reminding of medication, understanding behavior and emotion, helping in loneliness and anxiety, etc. Fully remote controllable with also sense of environment with Camera and AI model as brain for making…

A new open-source quadruped robot called Sesame Robot is making legged robotics more affordable and accessible. Developed by Dorian Todd, Sesame is built using an ESP32 microcontroller, 3D-printed parts, and eight low-cost servos, keeping the total build cost around $50–60. With complete CAD files, firmware, and detailed assembly guides available on GitHub, users can easily build, customize,…

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 Nikhil A E

This project is a smart vault built on an Memento Programmable Camera Board that uses physical objects / items for two factor authentication (2FA). Instead of just relying on a standard username and password, the system requires a physical key to grant acces but rather than a metal key, it uses an everyday object like a coffee mug, a toy, or a keychain. When you want to…

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.