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aswintechguy
GitHub Repository: aswintechguy/Deep-Learning-Projects
Path: blob/main/Dogs vs Cats Image Classification - CNN/README.md
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Dogs vs Cats Image Classification - CNN

Complete Video Tutorial: https://youtu.be/ENXr1foShrA

Dataset Information

The training archive contains 25,000 images of dogs and cats. Train your algorithm on these files and predict the labels

(1 = dog, 0 = cat)

Download link: https://download.microsoft.com/download/3/E/1/3E1C3F21-ECDB-4869-8368-6DEBA77B919F/kagglecatsanddogs_5340.zip

Environment: Google Colab

Libraries

  • pandas
  • matplotlib
  • keras
  • tensorflow
  • scikit-learn
  • Neural Network

  • CNN Network
  • Accuracy: 90.48