Cat-Dog Classification

Classification of dog and cat images using NN and CNN. Original and preprocessed dataset: DATASET

Steps

• Preprocessing
• Data Augmentation
• Modeling
  • Neural Network
  • Convolutional Neural Netword (Transfer Learning)
• Evaluation

Prerequisites

• pandas

  pip install pandas

• matplotlib

  pip install matplotlib

• numpy

  pip install numpy

  • seaborn

    pip install seaborn

  • keras

    pip install keras

  • scipy

    pip install scipy

  • sklearn

    pip install sklearn

  • tensorflow

    pip install tensorflow

  • OpenCV

    pip install cv2

  • tqdm

    pip install tqdm

  • imblearn

    pip install imblearn

Contributing

Contributions are what make the open source community such an amazing place to be learn, inspire, and create. Any contributions you make are greatly appreciated.