Embedded Deep Learning with NVIDIA Jetson
Offered By: Nvidia via YouTube
Course Description
Overview
Explore embedded deep learning applications using NVIDIA's advanced AI and computer vision tools in this informative webinar. Discover how to leverage TensorRT and DIGITS for developing intelligent robots and drones with the Jetson Embedded Platform. Learn about real-time deep learning solutions for image recognition, object localization, and segmentation. Gain insights into training workflows for customizing network models with new datasets and emerging approaches like deep reinforcement learning and simulation. Delve into topics such as CUDA Deep Neural Networks, Jetson TX1 Module, vision primitives, and the NVIDIA Embedded Developer Zone. Get hands-on experience with example scripts, high-speed image inspection techniques, and learn about the capabilities of the Jetson Developer Kit.
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
Tags
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