NVIDIA Jetson Xavier NX Machine Learning Tutorials

Today we take a look at the al new NVIDIA $59 Supercomputer, the Jeston Nano 2G. Join us as we try and answer the question, will this be the Pi Killer? In this video lesson we learn how to navigate the Linux system from the terminal and command line. We show how to move, copy, delete and edit files. By the end of these step-by-step instructions you should be comfortable with basic linux commands. #JetsonNano2G #AI #NVIDIA

In this video lesson we learn how to train our program to recognize faces. We automate the training process to make it practical to easily train on large data sets. We use the face recognition library and dlib. We use pickle to store the training data, so the model does not have to be trained each time the recognition program is run. Here is the bracket/servo system, I suggest two sets. https://amzn.to/2YtWCTy Also I am suggesting two raspberry pi camera, version 2. I like the units below because they include the long cable. https://amzn.to/31iu5Cp This camera also has a cool little acrylic case, which is nice. This is the other NVIDIA Jetson Xavier gear I am using. Jetson Xavier NX Development kit: https://amzn.to/2ZHWoJB You need a GOOD SD card: https://amzn.to/2Ktf8nT Raspberry Pi Camera https://amzn.to/3gtJDIv Extra Long Cable for Raspberry Pi https://amzn.to/2ztHmwt Small plastic case/stand for Rpi Camera https://amzn.to/3gw3XJ5 Wireless Keyboard and Mouse https://amzn.to/3ccPMW6 Western Digital SSD For the Jetson Xavier NX https://amzn.to/3btqbYN Get the code and other useful resources at my WEB site HERE: https://toptechboy.com/jetson-xavier-nx-lesson-15-training-the-face-recognition-program-to-recognize-people/ If you are not ready for the Jetson Xavier NX, you can follow these lessons using a Jetson Nano, Available below: Jetson Nano https://amzn.to/2Z4SGG4 You need a GOOD power supply: https://amzn.to/2yWKrkF You need a GOOD SD card: https://amzn.to/2Ktf8nT I love this cool Acrylic case with fan: https://amzn.to/2H4ar1R Wireless Keyboard and Mouse that works with Jetson Nano: https://amzn.to/2YWVkxu I like to run with minimum wires, so I am running this wifi card, which works very well. If your budget is tight just use an Ethernet cable, as all my lessons will work with just an ethernet cable. https://amzn.to/2H26b2R Finally, you can use either a Logitech C920 WEB cam or the Pi Cam. I am using both, but you need at least one camera working with the nano: https://amzn.to/2H4dPd0 https://amzn.to/2KI5UTW You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming: https://www.patreon.com/PaulMcWhorter [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #JetsonXavierNX #Tutorial #NVIDIA

In this video lesson we learn how install to find, recognize and identify faces on the NVIDIA Jetson Xavier NX using Dlib and face_recognition libraries. We show step by step how to train and deploy a face recognition model. Here is the bracket/servo system, I suggest two sets. https://amzn.to/2YtWCTy Also I am suggesting two raspberry pi camera, version 2. I like the units below because they include the long cable. https://amzn.to/31iu5Cp This camera also has a cool little acrylic case, which is nice. This is the other NVIDIA Jetson Xavier gear I am using. Jetson Xavier NX Development kit: https://amzn.to/2ZHWoJB You need a GOOD SD card: https://amzn.to/2Ktf8nT Raspberry Pi Camera https://amzn.to/3gtJDIv Extra Long Cable for Raspberry Pi https://amzn.to/2ztHmwt Small plastic case/stand for Rpi Camera https://amzn.to/3gw3XJ5 Wireless Keyboard and Mouse https://amzn.to/3ccPMW6 Western Digital SSD For the Jetson Xavier NX https://amzn.to/3btqbYN Get the code and other useful resources at my WEB site HERE: https://toptechboy.com/jetson-xavier-nx-lesson-14-face-recognition-and-identification-on-nvidia-xavier-nx/ If you are not ready for the Jetson Xavier NX, you can follow these lessons using a Jetson Nano, Available below: Jetson Nano https://amzn.to/2Z4SGG4 You need a GOOD power supply: https://amzn.to/2yWKrkF You need a GOOD SD card: https://amzn.to/2Ktf8nT I love this cool Acrylic case with fan: https://amzn.to/2H4ar1R Wireless Keyboard and Mouse that works with Jetson Nano: https://amzn.to/2YWVkxu I like to run with minimum wires, so I am running this wifi card, which works very well. If your budget is tight just use an Ethernet cable, as all my lessons will work with just an ethernet cable. https://amzn.to/2H26b2R Finally, you can use either a Logitech C920 WEB cam or the Pi Cam. I am using both, but you need at least one camera working with the nano: https://amzn.to/2H4dPd0 https://amzn.to/2KI5UTW You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming: https://www.patreon.com/PaulMcWhorter [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #JetsonXavierNX #artificialIntelligence #NVIDIA

In this video lesson we learn how install Dlib and face recognition libraries on the NVIDIA Jetson Xaver NX. We take you through the process step by step. This will be foundation libraries we will need for machine learning, deep neural networks and deep learning. Here is the bracket/servo system, I suggest two sets. https://amzn.to/2YtWCTy Also I am suggesting two raspberry pi camera, version 2. I like the units below because they include the long cable. https://amzn.to/31iu5Cp This camera also has a cool little acrylic case, which is nice. This is the other NVIDIA Jetson Xavier gear I am using. Jetson Xavier NX Development kit: https://amzn.to/2ZHWoJB You need a GOOD SD card: https://amzn.to/2Ktf8nT Raspberry Pi Camera https://amzn.to/3gtJDIv Extra Long Cable for Raspberry Pi https://amzn.to/2ztHmwt Small plastic case/stand for Rpi Camera https://amzn.to/3gw3XJ5 Wireless Keyboard and Mouse https://amzn.to/3ccPMW6 Western Digital SSD For the Jetson Xavier NX https://amzn.to/3btqbYN Get the code and other useful resources at my WEB site HERE: https://toptechboy.com/jetson-xavier-nx-lesson-13-installing-face-recognition-and-identification-libraries/ If you are not ready for the Jetson Xavier NX, you can follow these lessons using a Jetson Nano, Available below: Jetson Nano https://amzn.to/2Z4SGG4 You need a GOOD power supply: https://amzn.to/2yWKrkF You need a GOOD SD card: https://amzn.to/2Ktf8nT I love this cool Acrylic case with fan: https://amzn.to/2H4ar1R Wireless Keyboard and Mouse that works with Jetson Nano: https://amzn.to/2YWVkxu I like to run with minimum wires, so I am running this wifi card, which works very well. If your budget is tight just use an Ethernet cable, as all my lessons will work with just an ethernet cable. https://amzn.to/2H26b2R Finally, you can use either a Logitech C920 WEB cam or the Pi Cam. I am using both, but you need at least one camera working with the nano: https://amzn.to/2H4dPd0 https://amzn.to/2KI5UTW You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming: https://www.patreon.com/PaulMcWhorter [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #JetsonXavierNX #artificialIntelligence #NVIDIA

In this video lesson we learn how to track two objects of interest in OpenCV using two servo controlled pan tilt brackets with Raspberry Pi cameras attached. We track based on the HSV color space, and run a simple PID controller to move the servos such that the object of interest stays in the center of the field of view. In this lesson we independently track two different objects. The left camera tracks a pen of one color and the right camera tracks a pen of another color. Here is the bracket/servo system, I suggest two sets. https://amzn.to/2YtWCTy Also I am suggesting two raspberry pi camera, version 2. I like the units below because they include the long cable. https://amzn.to/31iu5Cp This camera also has a cool little acrylic case, which is nice. This is the other NVIDIA Jetson Xavier gear I am using. Jetson Xavier NX Development kit: https://amzn.to/2ZHWoJB You need a GOOD SD card: https://amzn.to/2Ktf8nT Raspberry Pi Camera https://amzn.to/3gtJDIv Extra Long Cable for Raspberry Pi https://amzn.to/2ztHmwt Small plastic case/stand for Rpi Camera https://amzn.to/3gw3XJ5 Wireless Keyboard and Mouse https://amzn.to/3ccPMW6 Western Digital SSD For the Jetson Xavier NX https://amzn.to/3btqbYN Get the code and other useful resources at my WEB site HERE: https://toptechboy.com/jetson-xavier-nx-lesson-11-independently-tracking-different-objects-in-different-cameras/ If you are not ready for the Jetson Xavier NX, you can follow these lessons using a Jetson Nano, Available below: Jetson Nano https://amzn.to/2Z4SGG4 You need a GOOD power supply: https://amzn.to/2yWKrkF You need a GOOD SD card: https://amzn.to/2Ktf8nT I love this cool Acrylic case with fan: https://amzn.to/2H4ar1R Wireless Keyboard and Mouse that works with Jetson Nano: https://amzn.to/2YWVkxu I like to run with minimum wires, so I am running this wifi card, which works very well. If your budget is tight just use an Ethernet cable, as all my lessons will work with just an ethernet cable. https://amzn.to/2H26b2R Finally, you can use either a Logitech C920 WEB cam or the Pi Cam. I am using both, but you need at least one camera working with the nano: https://amzn.to/2H4dPd0 https://amzn.to/2KI5UTW You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming: https://www.patreon.com/PaulMcWhorter [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #JetsonXavierNX #artificialIntelligence #OpenCV

In this video lesson we learn how to track two objects of interest in OpenCV using two servo controlled pan tilt brackets with Raspberry Pi cameras attached. We track based on the HSV color space, and run a simple PID controller to move the servos such that the object of interest stays in the center of the field of view. Here is the bracket/servo system, I suggest two sets. https://amzn.to/2YtWCTy Also I am suggesting two raspberry pi camera, version 2. I like the units below because they include the long cable. https://amzn.to/31iu5Cp This camera also has a cool little acrylic case, which is nice. This is the other NVIDIA Jetson Xavier gear I am using. Jetson Xavier NX Development kit: https://amzn.to/2ZHWoJB You need a GOOD SD card: https://amzn.to/2Ktf8nT Raspberry Pi Camera https://amzn.to/3gtJDIv Extra Long Cable for Raspberry Pi https://amzn.to/2ztHmwt Small plastic case/stand for Rpi Camera https://amzn.to/3gw3XJ5 Wireless Keyboard and Mouse https://amzn.to/3ccPMW6 Western Digital SSD For the Jetson Xavier NX https://amzn.to/3btqbYN Get the code and other useful resources at my WEB site HERE: If you are not ready for the Jetson Xavier NX, you can follow these lessons using a Jetson Nano, Available below: Jetson Nano https://amzn.to/2Z4SGG4 You need a GOOD power supply: https://amzn.to/2yWKrkF You need a GOOD SD card: https://amzn.to/2Ktf8nT I love this cool Acrylic case with fan: https://amzn.to/2H4ar1R Wireless Keyboard and Mouse that works with Jetson Nano: https://amzn.to/2YWVkxu I like to run with minimum wires, so I am running this wifi card, which works very well. If your budget is tight just use an Ethernet cable, as all my lessons will work with just an ethernet cable. https://amzn.to/2H26b2R Finally, you can use either a Logitech C920 WEB cam or the Pi Cam. I am using both, but you need at least one camera working with the nano: https://amzn.to/2H4dPd0 https://amzn.to/2KI5UTW Find more details at our WEB site HERE: https://toptechboy.com/jetson-xavier-nx-lesson-10-tracking-multiple-objects-of-interest-with-servos-in-opencv/ You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming: https://www.patreon.com/PaulMcWhorter [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #JetsonXavierNX #piCamera #OpenCV

In this video lesson we learn how to track objects using OpenCV based on the HSV color space. In this lesson we just box the objects found, but in future lessons we will turn the servos back on and track the object of interest. Here is the bracket/servo system, I suggest two sets. https://amzn.to/2YtWCTy Also I am suggesting two raspberry pi camera, version 2. I like the units below because they include the long cable. https://amzn.to/31iu5Cp This camera also has a cool little acrylic case, which is nice. This is the other NVIDIA Jetson Xavier gear I am using. Jetson Xavier NX Development kit: https://amzn.to/2ZHWoJB You need a GOOD SD card: https://amzn.to/2Ktf8nT Raspberry Pi Camera https://amzn.to/3gtJDIv Extra Long Cable for Raspberry Pi https://amzn.to/2ztHmwt Small plastic case/stand for Rpi Camera https://amzn.to/3gw3XJ5 Wireless Keyboard and Mouse https://amzn.to/3ccPMW6 Western Digital SSD For the Jetson Xavier NX https://amzn.to/3btqbYN Get the code and other useful resources at my WEB site HERE: https://toptechboy.com/jetson-xavier-nx-tracking-objects-with-two-cameras-in-opencv/ If you are not ready for the Jetson Xavier NX, you can follow these lessons using a Jetson Nano, Available below: Jetson Nano https://amzn.to/2Z4SGG4 You need a GOOD power supply: https://amzn.to/2yWKrkF You need a GOOD SD card: https://amzn.to/2Ktf8nT I love this cool Acrylic case with fan: https://amzn.to/2H4ar1R Wireless Keyboard and Mouse that works with Jetson Nano: https://amzn.to/2YWVkxu I like to run with minimum wires, so I am running this wifi card, which works very well. If your budget is tight just use an Ethernet cable, as all my lessons will work with just an ethernet cable. https://amzn.to/2H26b2R Finally, you can use either a Logitech C920 WEB cam or the Pi Cam. I am using both, but you need at least one camera working with the nano: https://amzn.to/2H4dPd0 https://amzn.to/2KI5UTW You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming: https://www.patreon.com/PaulMcWhorter [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #JetsonXavierNX #piCamera #OpenCV

In this video lesson we learn how to point two raspberry pi cameras on the Jetson Xavier NX using a PCA9685 Servo control board, and two pan/tilt camera mounts. We show how to independently point each camera, while live video is being taken. Our objective is to control a pan/tilt camera mount for the Raspberry Pi camera. if you want to play along at home you can get the gear HERE: Here is the bracket/servo system, I suggest two sets. https://amzn.to/2YtWCTy It is never a good idea to power servos from an expensive single board computer. Dont use your board as a power supply. The power supply below allows you to power the servos through the screw connectors on the PCA9865. https://amzn.to/2BHL0E5 Also I am suggesting two raspberry pi camera, version 2. I like the units below because they include the long cable. https://amzn.to/31iu5Cp This camera also has a cool little acrylic case, which is nice. This is the other NVIDIA Jetson Xavier gear I am using. Jetson Xavier NX Development kit: https://amzn.to/2ZHWoJB You need a GOOD SD card: https://amzn.to/2Ktf8nT Raspberry Pi Camera https://amzn.to/3gtJDIv Extra Long Cable for Raspberry Pi https://amzn.to/2ztHmwt Small plastic case/stand for Rpi Camera https://amzn.to/3gw3XJ5 Wireless Keyboard and Mouse https://amzn.to/3ccPMW6 Western Digital SSD For the Jetson Xavier NX https://amzn.to/3btqbYN Get the code and other useful resources at my WEB site HERE: https://toptechboy.com/jetson-xavier-nx-lesson-8-controlling-dual-pan-tilt-raspberry-pi-cameras/ If you are not ready for the Jetson Xavier NX, you can follow these lessons using a Jetson Nano, Available below: Jetson Nano https://amzn.to/2Z4SGG4 You need a GOOD power supply: https://amzn.to/2yWKrkF You need a GOOD SD card: https://amzn.to/2Ktf8nT I love this cool Acrylic case with fan: https://amzn.to/2H4ar1R Wireless Keyboard and Mouse that works with Jetson Nano: https://amzn.to/2YWVkxu I like to run with minimum wires, so I am running this wifi card, which works very well. If your budget is tight just use an Ethernet cable, as all my lessons will work with just an ethernet cable. https://amzn.to/2H26b2R Finally, you can use either a Logitech C920 WEB cam or the Pi Cam. I am using both, but you need at least one camera working with the nano: https://amzn.to/2H4dPd0 https://amzn.to/2KI5UTW Find more details at our WEB site HERE: https://toptechboy.com/jetson-xavier-nx-lesson-7-connecting-and-controlling-servos/ You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming: https://www.patreon.com/PaulMcWhorter [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #JetsonXavierNX #piCamera #OpenCV

In this video lesson we learn how to control servos on the Jetson Xavier NX using a PCA9685 Servo control board. We show how to connect and wire up the system, how to download and install the libraries, and then how to program the servos to do what we want. Our objective is to control a pan/tilt camera mount for the Raspberry Pi camera. Remember it is best practice to not power the servos from your single board computer. You should use a battery or power supply for the v+/ground header on the PCA9685 board. The Jetson just powers the board through Vcc. if you want to play along at home you can get the gear HERE: Here is the bracket/servo system, I suggest two sets. https://amzn.to/2YtWCTy You will also need a simple power supply to provide power to the servos. A nice benchtop power supply will work, or this is a low cost option: https://amzn.to/3f4CLPN Also I am suggesting two raspberry pi camera, version 2. I like the units below because they include the long cable. https://amzn.to/31iu5Cp This camera also has a cool little acrylic case, which is nice. This is the other NVIDIA Jetson Xavier gear I am using. Jetson Xavier NX Development kit: https://amzn.to/2ZHWoJB You need a GOOD SD card: https://amzn.to/2Ktf8nT Raspberry Pi Camera https://amzn.to/3gtJDIv Extra Long Cable for Raspberry Pi https://amzn.to/2ztHmwt Small plastic case/stand for Rpi Camera https://amzn.to/3gw3XJ5 Wireless Keyboard and Mouse https://amzn.to/3ccPMW6 Western Digital SSD For the Jetson Xavier NX https://amzn.to/3btqbYN If you are not ready for the Jetson Xavier NX, you can follow these lessons using a Jetson Nano, Available below: Jetson Nano https://amzn.to/2Z4SGG4 You need a GOOD power supply: https://amzn.to/2yWKrkF You need a GOOD SD card: https://amzn.to/2Ktf8nT I love this cool Acrylic case with fan: https://amzn.to/2H4ar1R Wireless Keyboard and Mouse that works with Jetson Nano: https://amzn.to/2YWVkxu I like to run with minimum wires, so I am running this wifi card, which works very well. If your budget is tight just use an Ethernet cable, as all my lessons will work with just an ethernet cable. https://amzn.to/2H26b2R Finally, you can use either a Logitech C920 WEB cam or the Pi Cam. I am using both, but you need at least one camera working with the nano: https://amzn.to/2H4dPd0 https://amzn.to/2KI5UTW Find more details at our WEB site HERE: https://toptechboy.com/jetson-xavier-nx-lesson-7-connecting-and-controlling-servos/ You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming: https://www.patreon.com/PaulMcWhorter [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #JetsonXavierNX #piCamera #OpenCV

In this video lesson we learn the gear we will be using moving forward. In the video, I suggested getting two of these pan tilt brackets with servo and control board. You can get the gear HERE: https://amzn.to/2YtWCTy Also I am suggesting two raspberry pi camera, version 2. I like the units below because they include the long cable. https://amzn.to/31iu5Cp This camera also has a cool little acrylic case, which is nice. This is the other NVIDIA Jetson Xavier gear I am using. Jetson Xavier NX Development kit: https://amzn.to/2ZHWoJB You need a GOOD SD card: https://amzn.to/2Ktf8nT Raspberry Pi Camera https://amzn.to/3gtJDIv Extra Long Cable for Raspberry Pi https://amzn.to/2ztHmwt Small plastic case/stand for Rpi Camera https://amzn.to/3gw3XJ5 Wireless Keyboard and Mouse https://amzn.to/3ccPMW6 Western Digital SSD For the Jetson Xavier NX https://amzn.to/3btqbYN If you are not ready for the Jetson Xavier NX, you can follow these lessons using a Jetson Nano, Available below: Jetson Nano https://amzn.to/2Z4SGG4 You need a GOOD power supply: https://amzn.to/2yWKrkF You need a GOOD SD card: https://amzn.to/2Ktf8nT I love this cool Acrylic case with fan: https://amzn.to/2H4ar1R Wireless Keyboard and Mouse that works with Jetson Nano: https://amzn.to/2YWVkxu I like to run with minimum wires, so I am running this wifi card, which works very well. If your budget is tight just use an Ethernet cable, as all my lessons will work with just an ethernet cable. https://amzn.to/2H26b2R Finally, you can use either a Logitech C920 WEB cam or the Pi Cam. I am using both, but you need at least one camera working with the nano: https://amzn.to/2H4dPd0 https://amzn.to/2KI5UTW Find more details at our WEB site HERE: https://toptechboy.com/jetson-xavier-nx-lesson-6-camera-gear-and-setup-for-future-lessons/ You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming: https://www.patreon.com/PaulMcWhorter [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #JetsonXavierNX #piCamera #OpenCV

In this video lesson we learn how to improve image quality and picture quality on the Raspberry Pi camera using Gstreamer in OpenCV. We will tweak our Gstreamer parameters to greatly improve video quality. We will be working in OpenCV and will use Gstreamer. We are running python under Visual Studio Code, (code-oss) . This series of lessons is designed for the absolute beginner, and we take you through things step-by-step. These tutorials will start with setup and boot, and then in future lessons we will teach you Machine Learning, Deep Neural Networks, and Deep Learning. We will be developing lots of projects and examples on this platform. This lesson will also run on the NVIDIA Jetson Nano. OK, now this is the gear I am using for my Jetson Xavier NX . Lots of folks have expressed interest in this project, so I will do a big tutorial series on it. It is good if we use identical hardware for the project, so links below will take you to the gear I am using. Make sure to get the V2 picam, which is what I linked to. The earlier picams will not work. Also, you can use USB keyboard and mouse if you do not want to spend for the wireless ones below. Jetson Xavier NX Development kit: https://amzn.to/2ZHWoJB You need a GOOD SD card: https://amzn.to/2Ktf8nT Raspberry Pi Camera https://amzn.to/3gtJDIv Extra Long Cable for Raspberry Pi https://amzn.to/2ztHmwt Small plastic case/stand for Rpi Camera https://amzn.to/3gw3XJ5 Wireless Keyboard and Mouse https://amzn.to/3ccPMW6 Western Digital SSD For the Jetson Xavier NX https://amzn.to/3btqbYN If you are not ready for the Jetson Xavier NX, you can follow these lessons using a Jetson Nano, Available below: Jetson Nano https://amzn.to/2Z4SGG4 You need a GOOD power supply: https://amzn.to/2yWKrkF You need a GOOD SD card: https://amzn.to/2Ktf8nT I love this cool Acrylic case with fan: https://amzn.to/2H4ar1R Wireless Keyboard and Mouse that works with Jetson Nano: https://amzn.to/2YWVkxu I like to run with minimum wires, so I am running this wifi card, which works very well. If your budget is tight just use an Ethernet cable, as all my lessons will work with just an ethernet cable. https://amzn.to/2H26b2R Finally, you can use either a Logitech C920 WEB cam or the Pi Cam. I am using both, but you need at least one camera working with the nano: https://amzn.to/2H4dPd0 https://amzn.to/2KI5UTW You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming: https://www.patreon.com/PaulMcWhorter [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #JetsonXavierNX #Gstreamer #OpenCV

In this video lesson we learn how to set up the NVIDIA Jetson Xavier NX to use a Raspberry Pi Camera or a WEB camera. We will be working in OpenCV and will use Gstreamer. We are running python under Visual Studio Code, (code-oss) . This series of lessons is designed for the absolute beginner, and we take you through things step-by-step. These tutorials will start with setup and boot, and then in future lessons we will teach you Machine Learning, Deep Neural Networks, and Deep Learning. We will be developing lots of projects and examples on this platform. This lesson will also run on the NVIDIA Jetson Nano. OK, now this is the gear I am using for my Jetson Xavier NX . Lots of folks have expressed interest in this project, so I will do a big tutorial series on it. It is good if we use identical hardware for the project, so links below will take you to the gear I am using. Make sure to get the V2 picam, which is what I linked to. The earlier picams will not work. Also, you can use USB keyboard and mouse if you do not want to spend for the wireless ones below. Jetson Xavier NX Development kit: https://amzn.to/2ZHWoJB You need a GOOD SD card: https://amzn.to/2Ktf8nT Raspberry Pi Camera https://amzn.to/3gtJDIv Extra Long Cable for Raspberry Pi https://amzn.to/2ztHmwt Small plastic case/stand for Rpi Camera https://amzn.to/3gw3XJ5 Wireless Keyboard and Mouse https://amzn.to/3ccPMW6 Western Digital SSD For the Jetson Xavier NX https://amzn.to/3btqbYN If you are not ready for the Jetson Xavier NX, you can follow these lessons using a Jetson Nano, Available below: Jetson Nano https://amzn.to/2Z4SGG4 You need a GOOD power supply: https://amzn.to/2yWKrkF You need a GOOD SD card: https://amzn.to/2Ktf8nT I love this cool Acrylic case with fan: https://amzn.to/2H4ar1R Wireless Keyboard and Mouse that works with Jetson Nano: https://amzn.to/2YWVkxu I like to run with minimum wires, so I am running this wifi card, which works very well. If your budget is tight just use an Ethernet cable, as all my lessons will work with just an ethernet cable. https://amzn.to/2H26b2R Finally, you can use either a Logitech C920 WEB cam or the Pi Cam. I am using both, but you need at least one camera working with the nano: https://amzn.to/2H4dPd0 https://amzn.to/2KI5UTW You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming: https://www.patreon.com/PaulMcWhorter [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #JetsonXavierNX #Gstreamer #OpenCV

In this video lesson we learn how to set up the NVIDIA Jetson Xavier NX to use a Raspberry Pi Camera or a WEB camera. We will be working in OpenCV and will use Gstreamer. We are running python under Visual Studio Code, (code-oss) . This series of lessons is designed for the absolute beginner, and we take you through things step-by-step. These tutorials will start with setup and boot, and then in future lessons we will teach you Machine Learning, Deep Neural Networks, and Deep Learning. We will be developing lots of projects and examples on this platform. This lesson will also run on the NVIDIA Jetson Nano. OK, now this is the gear I am using for my Jetson Xavier NX . Lots of folks have expressed interest in this project, so I will do a big tutorial series on it. It is good if we use identical hardware for the project, so links below will take you to the gear I am using. Make sure to get the V2 picam, which is what I linked to. The earlier picams will not work. Also, you can use USB keyboard and mouse if you do not want to spend for the wireless ones below. Jetson Xavier NX Development kit: https://amzn.to/2ZHWoJB You need a GOOD SD card: https://amzn.to/2Ktf8nT Raspberry Pi Camera https://amzn.to/3gtJDIv Extra Long Cable for Raspberry Pi https://amzn.to/2ztHmwt Small plastic case/stand for Rpi Camera https://amzn.to/3gw3XJ5 Wireless Keyboard and Mouse https://amzn.to/3ccPMW6 Western Digital SSD For the Jetson Xavier NX https://amzn.to/3btqbYN If you are not ready for the Jetson Xavier NX, you can follow these lessons using a Jetson Nano, Available below: Jetson Nano https://amzn.to/2Z4SGG4 You need a GOOD power supply: https://amzn.to/2yWKrkF You need a GOOD SD card: https://amzn.to/2Ktf8nT I love this cool Acrylic case with fan: https://amzn.to/2H4ar1R Wireless Keyboard and Mouse that works with Jetson Nano: https://amzn.to/2YWVkxu I like to run with minimum wires, so I am running this wifi card, which works very well. If your budget is tight just use an Ethernet cable, as all my lessons will work with just an ethernet cable. https://amzn.to/2H26b2R Finally, you can use either a Logitech C920 WEB cam or the Pi Cam. I am using both, but you need at least one camera working with the nano: https://amzn.to/2H4dPd0 https://amzn.to/2KI5UTW You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming: https://www.patreon.com/PaulMcWhorter [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #JetsonXavierNX #machineLearning #Tutorial

In this video lesson we learn how to Install Visual Studio Code, or code-oss as it is sometimes known, on the NVIDIA Jetson Xavier NX running Jetpack 4.4. OK, now this is the gear I am using for my Jetson Xavier NX . Lots of folks have expressed interest in this project, so I will do a big tutorial series on it. It is good if we use identical hardware for the project, so links below will take you to the gear I am using. Make sure to get the V2 picam, which is what I linked to. The earlier picams will not work. Also, you can use USB keyboard and mouse if you do not want to spend for the wireless ones below. Jetson Xavier NX Development kit: https://amzn.to/2ZHWoJB You need a GOOD SD card: https://amzn.to/2Ktf8nT Raspberry Pi Camera https://amzn.to/3gtJDIv Extra Long Cable for Raspberry Pi https://amzn.to/2ztHmwt Small plastic case/stand for Rpi Camera https://amzn.to/3gw3XJ5 Wireless Keyboard and Mouse https://amzn.to/3ccPMW6 Western Digital SSD For the Jetson Xavier NX https://amzn.to/3btqbYN If you are not ready for the Jetson Xavier NX, you can follow these lessons using a Jetson Nano, Available below: Jetson Nano https://amzn.to/2Z4SGG4 You need a GOOD power supply: https://amzn.to/2yWKrkF You need a GOOD SD card: https://amzn.to/2Ktf8nT I love this cool Acrylic case with fan: https://amzn.to/2H4ar1R Wireless Keyboard and Mouse that works with Jetson Nano: https://amzn.to/2YWVkxu I like to run with minimum wires, so I am running this wifi card, which works very well. If your budget is tight just use an Ethernet cable, as all my lessons will work with just an ethernet cable. https://amzn.to/2H26b2R Finally, you can use either a Logitech C920 WEB cam or the Pi Cam. I am using both, but you need at least one camera working with the nano: https://amzn.to/2H4dPd0 https://amzn.to/2KI5UTW You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming: https://www.patreon.com/PaulMcWhorter [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #JetsonXavierNX #machineLearning #VisualStudio

In this video lesson we learn how to set up the NVIDIA Jetson Xavier NX. This series of lessons is designed for the absolute beginner, and we take you through things step-by-step. These tutorials will start with setup and boot, and then in future lessons we will teach you Machine Learning, Deep Neural Networks, and Deep Learning. We will be developing lots of projects and examples on this platform. OK, now this is the gear I am using for my Jetson Xavier NX . Lots of folks have expressed interest in this project, so I will do a big tutorial series on it. It is good if we use identical hardware for the project, so links below will take you to the gear I am using. Make sure to get the V2 picam, which is what I linked to. The earlier picams will not work. Also, you can use USB keyboard and mouse if you do not want to spend for the wireless ones below. Jetson Xavier NX Development kit: https://amzn.to/2ZHWoJB You need a GOOD SD card: https://amzn.to/2Ktf8nT Raspberry Pi Camera https://amzn.to/3gtJDIv Extra Long Cable for Raspberry Pi https://amzn.to/2ztHmwt Small plastic case/stand for Rpi Camera https://amzn.to/3gw3XJ5 Wireless Keyboard and Mouse https://amzn.to/3ccPMW6 Western Digital SSD For the Jetson Xavier NX https://amzn.to/3btqbYN If you are not ready for the Jetson Xavier NX, you can follow these lessons using a Jetson Nano, Available below: Jetson Nano https://amzn.to/2Z4SGG4 You need a GOOD power supply: https://amzn.to/2yWKrkF You need a GOOD SD card: https://amzn.to/2Ktf8nT I love this cool Acrylic case with fan: https://amzn.to/2H4ar1R Wireless Keyboard and Mouse that works with Jetson Nano: https://amzn.to/2YWVkxu I like to run with minimum wires, so I am running this wifi card, which works very well. If your budget is tight just use an Ethernet cable, as all my lessons will work with just an ethernet cable. https://amzn.to/2H26b2R Finally, you can use either a Logitech C920 WEB cam or the Pi Cam. I am using both, but you need at least one camera working with the nano: https://amzn.to/2H4dPd0 https://amzn.to/2KI5UTW You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming: https://www.patreon.com/PaulMcWhorter [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #JetsonXavierNX #machineLearning #Tutorial

In this video we review a major new single board super computer and take it through its paces. Pick up this Jetson Xavier NX on Amazon HERE: https://amzn.to/3dKGNMY SSD For the Jetson Xavier NX https://amzn.to/3btqbYN NVIDIA Product Page https://nvda.ws/3bqcNEx LInks below are for my work on the Jetson Nano Jetson Nano https://amzn.to/2Z4SGG4 You need a GOOD power supply: https://amzn.to/2yWKrkF You need a GOOD SD card: https://amzn.to/2Ktf8nT I love this cool Acrylic case with fan: https://amzn.to/2H4ar1R Wireless Keyboard and Mouse that works with Jetson Nano: https://amzn.to/2YWVkxu I like to run with minimum wires, so I am running this wifi card, which works very well. If your budget is tight just use an Ethernet cable, as all my lessons will work with just an ethernet cable. https://amzn.to/2H26b2R Finally, you can use either a Logitech C920 WEB cam or the Pi Cam. I am using both, but you need at least one camera working with the nano: https://amzn.to/2H4dPd0 https://amzn.to/2KI5UTW You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming: https://www.patreon.com/PaulMcWhorter [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #JetsonXavierNX #AI #Review