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it-rains-dogs-and-cats's Introduction

Cats-Dogs-detection

Dogs & Cats Detection using CNNs with transfer learning from VGG16

Dataset from Kaggle

https://www.kaggle.com/datasets/d4rklucif3r/cat-and-dogs

Model

cnn_result

Hyperparameters

  • Epochs = 20
  • steps per epochs = 200
  • Optimizer = Adam
  • Learning rate = 0.001
  • loss = binary_crossentropy

Results

  • Accuracy = 93%
  • F1-score = 0.93

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