[ Part I ] - Hand Pose Estimation on Jetson Nano

Опубликовано: 19 Октябрь 2021
на канале: make2explore Systems

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✋ Real Time Hand Pose Estimation on Jetson Nano - [ Part I ]

⏰ Timestamps

00:00 Start
00:31 Overview of the Project
01:03 Hardware - Software Setup
01:44 Prerequisites
02:37 Theory/Documentation - Hand Pose Estimation
04:43 Install Dependencies - Steps
04:55 Listing Pre-installed Packages
05:45 JetCam Documentation
07:00 Demo - Install Dependencies
11:00 Demo - Install Dependencies : JetCam
12:05 Demo - Clone Source Code Repository
13:11 Demo - Download Pre-Trained Model Weight
15:14 Demo - Testing Cameras
18:27 Demo - Hand Pose Estimation

📜 Parts Required

1. NVIDIA Jetson Nano Developer Kit
2. AC8265 Wireless NIC Module
3. UHS I/II High Speed microSD Card (64GB/32GB)
4. Camera Module - USB Webcam (Logitech C270) or
5. Camera Module - CSI (RPi Camera / IMX219 Series)
6. Power Supply Adaptor - 5 Volts, 4Amps

📷 About Video -

🚩 In this video, We will see a new Computer Vision, Machine Learning and, Artificial Intelligence (AI) based project. Real time Hand pose estimation and Classification on NVIDIA Jetson Nano development Board. Yes!. You guessed it right. This project is an extension of our previous project. Body Pose Estimation. In this project we will program Jetson Nano to Estimate And Classify the hand poses, then subsequently, recognize the Hand gestures.

#make2explore #JetsonNano #AI #IoT #ESP32 #ScienceProjects #Arduino #ESP8266 #RaspberryPi

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🌐 Source Code, Schematics and Libraries -

Visit ▶️ https://github.com/make2explore/Real-...

📌 Jetson Nano First Time Boot Setup - ▶️    • [Tutorial] Getting Started With Jetso...
📌 Running Docker Container on Jetson Nano - ▶️    • [Tutorial]  Machine Learning Docker C...
📌 Body Pose Estimation on Jetson Nano - ▶️    • Real Time Pose Estimation on Jetson Nano
📌 Hand Gesture Recognition on Jetson Nano - ▶️    • [ Part II ] - Hand Gesture Recognitio...

📌 ⏩ https://github.com/NVIDIA-AI-IOT/trt_...
📌 ⏩ https://github.com/NVIDIA-AI-IOT/trt_...
📌 ⏩ https://ngc.nvidia.com/catalog/contai...
📌 ⏩ https://github.com/NVIDIA-AI-IOT/jetcam
📌 ⏩ https://github.com/NVIDIA/nvidia-docker

☎️ for source code and queries contact us on - 📩 [email protected]
🚀 Telegram - @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.

Check out our blog: ► https://blog.make2explore.com
Like us on Facebook: ►   / make2explore
Follow us on twitter: ►   / make2explore
Follow us on Instagram: ►   / make2explore
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🗣 Neural Voice Credits - IBM Watson TTS

🎵 Music Credits -

"Extenz - Gravity" is under a Creative Commons license
Music promoted by BreakingCopyright: https://bit.ly/extenz-gravity

Song - Reflections
Artist - Kasger
Licensed to YouTube by
AEI (on behalf of NCS); Featherstone Music (publishing)
Free Download / Stream: http://ncs.io/kreflections
you tube-    • Desmeon - Hellcat | Drumstep | NCS - ...

Song - Adventure
Artist - JJD
NCS Spotify: http://spoti.fi/NCS
Free Download / Stream: http://ncs.io/adventure
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Song - Supersonic
Artist - Rob Gasser
Licensed to YouTube by
AEI (on behalf of NCS); Featherstone Music (publishing)
Free Download / Stream: http://ncs.io/rgsupersonic

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