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ml_cv_cat-and-dog-image-classifier_freecodecamp-dataset's Introduction

conda install -c conda-forge cudatoolkit=11.2 cudnn=8.1.0

tensorflow v 2.10.0

Performance

Number of images in the dataset for each split:

  • Train: 2000
  • Validation: 1000
  • Test 50
Model name Batch size Epochs Img height / weight Data augmentation Test accuracy
M1 1 50 300/300 RandomFlip, RandomRotation, RandomCrop 0.480
M2 10 0.520
M3 50 0.720
M4 100 0.740

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