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DLIP
  • Introduction
  • Prerequisite
  • Image Processing Basics
    • Notes
    • Tutorial
    • LAB
  • Deep Learning for Perception
    • Notes
    • Tutorial - PyTorch
    • LAB
    • Tutorial- Keras
      • Train Dataset
      • Train custom dataset
      • Test model
      • LeNet-5 Tutorial
      • AlexNet Tutorial
      • VGG Tutorial
      • ResNet Tutorial
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  • Installation Guide
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  • Resources
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  1. Deep Learning for Perception

Tutorial- Keras

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Keras Tutorial

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MLP XOR problem

Design an MLP for XOR problem using Kerasarrow-up-right

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MLP MNIST, Fashion MNIST

Design an MLP for MNIST classificationarrow-up-right

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CNN Classification with LeNet

LeNet with CIFAR-10 using Kerasarrow-up-right

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Exercise

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Exercise 1: MLP Fashion

Assignment: MLP for Fashion MNIST Classificationarrow-up-right

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Exercise 2: VGG-19 with Opendataset

Design VGG-16 and VGG-19 in Kerasarrow-up-right

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Exercise 3: VGG-19 with Custom Dataset

Train VGG-16 with Custom Datasetsarrow-up-right

PreviousLAB Report Template (Deep Learning)chevron-leftNextTrain Datasetchevron-right

Last updated 11 months ago

  • Keras Tutorial
  • Exercise