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CatVsDog

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  CNN Model for binary classification trained on the cats_vs_dogs dataset from tensorflow datasets. [Training Colab](https://colab.research.google.com/drive/16KYoiNPuNkOxTf3NExqeNQUuOkuL-VJ9?usp=sharing).
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- **Learning Rate = 0.01** does not lead to a stable loss on the test dataset.
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- ![Screenshot 2023-07-22 at 7.29.12 AM.png](https://cdn-uploads.huggingface.co/production/uploads/649f9483d76ca0fe679011c2/AS8z-5nac06_iyifhewNN.png)
 
 
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  CNN Model for binary classification trained on the cats_vs_dogs dataset from tensorflow datasets. [Training Colab](https://colab.research.google.com/drive/16KYoiNPuNkOxTf3NExqeNQUuOkuL-VJ9?usp=sharing).
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+ The model was trained for 21h53m on a GCE VM instance (n1-standard-4, 1 x NVIDIA T4) and achieved an accuracy of 74.83% on the test split (10% of the dataset).
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+ ![Screenshot 2023-07-23 at 8.57.56 AM.png](https://cdn-uploads.huggingface.co/production/uploads/649f9483d76ca0fe679011c2/jQyCE5BL0EdiXAK-Bhdtb.png)
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