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Week 4 - Convolutional Neural Networks

CNNs

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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:

PyTorch 404

Basic CNN in PyTorchLightning:

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To-do

๐Ÿ˜Š

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

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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 โ€” UvA DL Notebooks v1.2 documentationuvadlc-notebooks.readthedocs.iochevron-right
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Opencampus Basic CNN in PyTorchKagglechevron-right
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Google Colabcolab.research.google.comchevron-right
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Introduction to Machine LearningCourserachevron-right
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