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1. -Visualizing-convnet-filters-and-eatmaps-of-class-activation -Visualizing-convnet-filters-and-eatmaps-of-class-activation Public

   We utilized the VGG16 model for filter visualization, class activation heatmaps, and the Grad-CAM algorithm. We implemented functions to fetch and manipulate Numpy output values, generate filter vi…

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2. CatandDogsWithAugmentation CatandDogsWithAugmentation Public

   CatandDogsWithAugmentation

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3. Classification-of-MNIST-dataset-with-CNN Classification-of-MNIST-dataset-with-CNN Public

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4. CNN-in-Five-Steps CNN-in-Five-Steps Public

   Jupyter Notebook 1

5. IMDB-Dataset-Classification-using-Pre-trained-Word-Embedding-with-GloVec-6B IMDB-Dataset-Classification-using-Pre-trained-Word-Embedding-with-GloVec-6B Public

   In this project, I worked with a small corpus consisting of simple sentences. I tokenized the words using n-grams from the NLTK library and performed word-level and character-level one-hot encoding…

   Jupyter Notebook 2

6. Layer-weight-creation-in-build-input_shape- Layer-weight-creation-in-build-input_shape- Public

   Jupyter Notebook 1