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Classroom Contents
Jetson Nano Custom Object Detection - How to Train Your Own AI
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- 1 Intro
- 2 Session Overview
- 3 What we're shooting for
- 4 Computer Vision Models
- 5 What is Object Detection
- 6 Model Preparation Process
- 7 Pascal VOC
- 8 Create a labels file
- 9 Capture Assets
- 10 Training and Testing
- 11 How does Machine Learning Work
- 12 Image Processing
- 13 Neural Networks
- 14 How does Machine Learning actually work though?
- 15 Single-Shot Detection Network
- 16 Train the model
- 17 Things I found out the hard way
- 18 Followed the Hello AI World from Nvidia website
- 19 Demo
- 20 Commands used
- 21 Annotations file - XML Format
- 22 Training the model
- 23 00 Q&A Session
