Jetson AI Fundamentals - S3E3 - Training Image Classification Models

Learn how to train image classification models with PyTorch onboard Jetson Nano, and collect your own classification datasets to create custom models.

00:00:00 - Introduction - Training Image Classification Models
00:00:30 - Getting Started - Transfer Learning with PyTorch
00:02:04 - Example 1 - Re-training on Cat/Dog Dataset
00:03:07 - Example 1 - Step 1: Downloading the data
00:04:39 - Re-training ResNet-18 Model
00:12:15 - Exporting Pytorch model to Onyx and testing the model
00:18:06 - Testing on a live data stream
00:19:10 - Training on a custom dataset
00:28:51 - Testing the trained model on a live camera feed
00:31:26 - Conclusion

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