Recently, I have built a prototype of an advanced driver-assistance system (ADAS) using a Jetson Nano computer. In this post, I focus on 2 machine learning modules and three deep neural networks which were used in my ADAS project.

| | 23 | 46 | 79 | 288 | 166 | 270 | 209 | 209 | 207 | 64 | 138 | 31 | 123 | 87 | 2000 | #### Experiments I trained traffic sign classification network with image size 64x64, Adam optimizer with learning rate 0.0001, batch size 32, loss...

Advanced driver-assistance system on Jetson Nano Part 3 - Deep neural networks

Recently, I have built a prototype of an advanced driver-assistance system (ADAS) using a Jetson Nano computer. In this post, I will introduce my ADAS project on Jetson Nano and the software design of this system.

Recently, I have built a prototype of an advanced driver-assistance system (ADAS) using a Jetson Nano computer. In this project, I have successfully deployed 3 deep neural networks and some computer vision algorithms on a super cheap hardware of Jetson Nano. I decided to write this post series to share about how this ...

Advanced driver-assistance system on Jetson Nano Part 2 - Software design

Recently, I have built a prototype of an advanced driver-assistance system (ADAS) using a Jetson Nano computer. In this post, I will introduce my ADAS project on Jetson Nano and the hardware design of this system.

Jetson-nano

Advanced driver-assistance system on Jetson Nano Part 3 - Deep neural networks

Advanced driver-assistance system on Jetson Nano Part 2 - Software design

Advanced driver-assistance system on Jetson Nano Part 1 - Intro & Hardware design