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Posts

• A Gentle Introduction To Lstm, Gru And Encoder Decoder With Attention

  Dec 3, 2020

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  Where is your CNN Model looking at? - (Grad-CAM)

  Use Grad-CAM to visualize where the network is looking at or which pixels in the image contribute most to the prediction being made

  Apr 11, 2020

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  tf_utils - A package for image classification using tensorflow2, TFRecords, tf.data

  Utility package for training CNN using tensorflow2, TFRecords, tf.data

  Apr 5, 2020

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  Face Aging using CycleGANs

  map age progression in faces from the UTKFace dataset using CycleGANs.

  Apr 2, 2020

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  Convert your Raspberry Pi into an Alexa device

  Install Alexa Voice Services SDK on Raspberry Pi and Provision the device under an Amazon account

  Mar 10, 2020

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  Use Transfer Learning to Classify images in CIFAR-100 Dataset

  Transfer Learning - Use a pretrained Resnet model trained on ImageNet to classify CIFAR-100 images

  Mar 1, 2020

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  Spam Classifier

  Classifying emails as Spam / Ham(Not spam) using Email Data from TREC 2007 Public Corpus

  Mar 1, 2020

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  LR Finder

  Using LR Finder to fix an optimum learning rate for training the model and using Grad-CAM to visualize heatmaps for mis-classified images

  Feb 10, 2020