"No one is harder on a talented person than the person themselves" - Linda Wilkinson ; "Trust your guts and don't follow the herd" ; "Validate direction not destination" ;

December 24, 2022

Model Training Checklist

Often I end up running a working code but poor segmentation results. Need to save cost / try low res to slowly make changes.

Making a working model on a limited set is key.

  • Run for limited set 1000 images
  • Run for smaller resolution 128x128
  • Run for smaller batches
  • Model Compilation
  • Batch Compilation
  • Adjust learning rates

Keep Exploring!!!

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