Image Classification and CNN
Building a CNN Classifier with PyTorch: Part 1
Building a CNN Classifier with PyTorch: Part 2
Introduction to DDP with PyTorch
Single Node Multi-GPU Training with torchrun
Multi-node Distributed Training with PyTorch
Lab Setup

Perform Inference on a Random Image

We can run inference on our model on a image to generate prediction. Let’s run prediction and display the result.

Tasks:

  1. See if predictions match labels
  2. Randomly choose images and run predictions
traditional_method
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CVW material development is supported by NSF OAC awards 1854828, 2321040, 2323116 (UT Austin) and 2005506 (Indiana University)