Inspiration
Being an ML enthusiast and animal lover, I inspired myself to build something which includes both. It's actually fun to do this project.
What it does
It classifies the image whether the given image is of a dog or cat.
How we built it
I built in Jupyter notebook by using TensorFlow and Keras. By using, Convolutional neural network this machine learning model made.
Challenges we ran into
The challenge of handling such a large dataset overwhelmed me. And biggest issues occur when I had to make the train model and get good accuracy.
Accomplishments that we're proud of
I am proud that I built this model.
What we learned
I learned the workflow of building a machine learning model and how to handle stress while handling huge datasets.
What's next for Cat and Dog Image classifier
More improvements needed in this project.
Built With
- cnn
- google-colab
- jupyternotebook
- keras
- python
- tensorflow
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