Object Detection
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How to Build an ESP32 Drone with Object Tracking Using LiteWing Most people assume object tracking for autonomous flight is very complex, but it doesn’t have to be that way. All you need is a different way of looking at the problem. We built this project to see if we could make a simple LiteWing drone behave intelligently using just a laptop and a basic camera.By placing the camera above the room ceiling, the floor becomes a… |
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How to do Object Detection with Raspberry Pi Using CircuitDigest Cloud What if a device could see the world the same way humans do, seeing objects, recognizing them, and understanding what they are in real time? Just like our eyes capture visuals and our brain instantly processes them, from bottles and phones to people and everyday items. It will be pretty cool, right? That is exactly what this Raspberry Pi object detection project demonstrates. You can build a… |
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How to Do Helmet Detection with ESP32-CAM Using CircuitDigest Cloud Think of a busy road where hundreds of riders pass every minute, some wearing helmets, many not, and imagine trying to monitor all of them manually. It’s almost impossible to keep track in real time. Now imagine a small device quietly watching the scene, capturing an image with a single trigger, and instantly telling you whether safety rules are being followed. That is exactly what this ESP32-… |
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How to Do Object Detection With ESP32-Cam Using CircuitDigest Cloud This tutorial shows you how to build a real-time object detection system using the ESP32-CAM module and the CircuitDigest Cloud Object Detection API. The system captures an image on button press, sends it to the cloud via wireless or internet connection, retrieves the identified objects with name(s), how many there were and how confident (how much certainty the algorithm has) of the object… |
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Automatic Waste Segregation System Using Arduino UNO Q Proper waste sorting is very important for keeping our neighbourhoods clean and saving resources for the future. When we mix food scraps, plastic, paper, and batteries in the same bin, recycling becomes hard, landfills fill up quickly, and harmful chemicals leak into the soil and water. Over time, this creates bigger problems like higher cleanup costs and more damage… |
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OMRON Launches OL-450S Autonomous Mobile Robot for Efficient, Safe Material Handling Across Industries OMRON has introduced the OL-450S, a low-profile omni-directional autonomous mobile robot designed to streamline material handling tasks. The new robot is built to optimize workflows by transporting roll cages, trolleys and similar load carriers with a payload capacity of up to 450 kg. Its compact design allows it to navigate complex facility layouts in industries… |
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ESP32 Self-Driving Robot with Arduino, ROS2 and LiDAR The Maker’s Pet Robotics Kit is a DIY learning kit designed for robotics enthusiasts, students, and hobbyists who want to explore autonomous navigation and mapping. At its core, the ESP32 works with both Arduino and ROS2, using a LiDAR sensor to detect obstacles, map its surroundings, and move independently. As it comes with a 120mm round base, two N20 motors for smooth movement, and a 360°… |
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MoondreamObjectTracking: A Simple Way to Add Object Detection to Robots Ben Caunt, from Warm Automation, has showcased his new open-source project that allows robots to detect and track objects in real time using Moondream AI and OpenCV. The project, called MoondreamObjectTracking, combines AI-based object detection with optical flow tracking to follow objects efficiently. It works by capturing video from a webcam, identifying objects using Moondream’s vision… |
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TheAssitBot : Wearable AI Assistant for the Deaf and Mute The Wearable Communication Assistant is designed as a portable, AI-driven solution that leverages machine learning models for real-time sign language recognition and speech-to-text translation. Our goal is to enable this functionality on a lightweight embedded device, ensuring accessibility and ease of use. The project uses a development board with a camera for… |
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PRAVESH - Smart Entry-Exit System PRAVESH is an RFID-enabled Smart Entry-Exit System designed to replace manual logs with a seamless digital solution. Using RFID cards, students can quickly and accurately log their entry and exit, reducing delays and improving accountability. Built on the Arduino UNO R4 Wi-Fi Board, PRAVESH integrates with campus infrastructure, providing real-time tracking,… |
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QR Code Scanner API for Low-Power Embedded SoC Boards Over the past years we at CircuitDigest have built a ton of electronics projects and tutorials to help our community to learn and build electronics with ease. Recently we have noticed a huge interest from readers on our ESP32-CAM Projects, especially the ones involving image recognition and object detection. Since the board is capable of taking images and… |
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Raspberry Pi Pushed to Its Limits with Coral AI Edge TPU for Video Object Recognition A recent video posted on YouTube explores the capabilities of a Raspberry Pi with the Coral AI Edge TPU hardware attached to it. The Coral AI Edge TPU is designed to run machine learning algorithms and can turn a low-power device into a supercomputer. It demonstrates how the Raspberry Pi with Coral AI Edge TPU can handle complex… |
