Learn how to develop applications with advanced AI and computer vision using NVIDIA's deep learning tools, including TensorRT and DIGITS. This course covers using neural network-based primitives for intelligent robots and drones on NVIDIA's Jetson Embedded Platform, creating real-time solutions for image recognition, object localization, and segmentation, and training workflows for customizing network models. The course includes hands-on training on CUDA, TensorRT, and vision primitives, making it suitable for developers interested in embedded deep learning with NVIDIA technologies.
Overview
Syllabus
Introduction
Embedded Deep Learning
Neural Networks
Deep Learning
CUDA Deep Neural Network
Jetson TX1 Module
Jetson Software Updates
Tensor RT
Vision Primitives
Resources
NVIDIA Embedded Developer Zone
Deep Learning Institute
Inception Program
Two Days to a Demo
Coris
Area Electronics
Reinforcement Learning
Simulation
Jetson Developer Kit
Questions
Training Images
Half FP16
How good is Jetson
Example script for Jetson
Highspeed image inspection
Nvidia GTX 1060
Latest Question
Wrap Up
Taught by
NVIDIA Developer
