TensorFlow Lite Object Detection on Raspberry Pi
🅾️ TensorFlow Lite Object Detection on Raspberry Pi
⏰ Timestamps/Chapters
00:00 Start
00:17 Project - Introduction
00:51 Hardware Setup
01:15 Demo - Source code Credits
02:07 Demo - Source code - Quick Overview
03:40 Demo - Source code Compilation
04:00 Demo -
📷 About Video -
🚩 In this video, we are going to see new project. Real time object detection on, Raspberry Pi 4. This will be a fast C++ implementation of, TensorFlow Lite SSD (Single shot detection) on a bare Raspberry Pi 4. CPP programming, OpenCV library, and, The deep learning model like Tensorflow lite, will be used. This application detects multiple objects in a scene. The most commonly used models are the SSD (Single Shot Detection) and YOLO (You Only Looks Once). The COCO SSD MobileNet v1 recognizes 80 different objects. It can detect up to ten objects in a single scene.
#make2explore #RaspberryPi #OpenCV #TensorFlow #MediaPipe #machineLearning #IoT #AI #ScienceProjects #Arduino #ESP8266 #Projects
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📜 Source code and Documentation
Visit ⏩ https://github.com/make2explore/Raspb...
🌐 Important Links
🔗 [Tutorial] How to Tune up your Raspberry Pi for Vision Based Projects -
▶️ • [Tutorial] Tune up your Raspberry Pi for V...
📌 Q-engineering Official Website - 🔗 https://qengineering.eu/
📌 Installation of OpenCV from source - 🔗 https://bit.ly/3xbB3Jk
📌 Q-engineering Deep Learning examples - 🔗 https://bit.ly/3xDUb2C
📌 Raspberry Pi 4 DNN SD image- 🔗 https://github.com/Qengineering/RPi-i...
☎️ for any queries contact us on - 📩 [email protected]
or chat with us on 🚀 Telegram - https://t.me/make2explore
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www.make2explore.com
📕 Who we are
make2explore Systems is a Tech Startup, working in the fields of Electronics, Embedded Systems, Robotics and STEM Education. We develop DIY Robotics Kits, Embedded Electronics Hobby Kits and STEM Educational Kits for Students and Hobbyists.
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🗣 Neural/AI Voice Credits - IBM Watson TTS service
🎵 Music Credits -
Track: Cartoon & Andromedik - Whatever (ft. Jüri Pootsmann) [NCS Release]
Music provided by NoCopyrightSounds.
Watch: • Cartoon, Jéja & Andromedik - Whatever (ft....
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Track - Somewhere
Music by: INOSSI
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Watch: • INOSSI - Someone (Official)
Track: Birds-NSC[NCS Release]
Music provided by NoCopyrightSounds.
Watch: • Lemon Fight - Stronger (feat. Jessica Reyn...
Free Download / Stream: http://ncs.io/LFstrongerYO
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