Week 4 - Convolutional Neural Networks

CNNs

Course session

Solutions exercise CNN

Presentation from the participants of the CNN assignment from Coursera

Kaggle

• Homework presentation of Logistic Regression for Paddy Disease Classification

Walk-through

Basic CNN in PyTorch:

Opencampus Basic CNN in PyTorch

PyTorch 404

Basic CNN in PyTorchLightning:

Google Colaboratory

To-do

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Go for your own through the Kaggle Notebook and PyTorch404 above and try to understand and repeat the steps for your own.

Do Week 4 of the Coursera Course

Introduction to Machine LearningCoursera

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Add the the test functionality and create a submission.csv and upload it to the leaderboard

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Tutorial 5: Inception, ResNet and DenseNet — UvA DL Notebooks v1.2 documentation