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Computer Vision Kaggle Free Course

Overview

This is a Computer Vision Free Course from Kaggle lectured by Alexis Cook Head of Kaggle Learn and Ryan Holbrook a Data Scientist @ Kaggle.

Course Plan

  1. The Convolutional Classifier
  2. Convolution and ReLU
  3. Maximum Pooling
  4. The Sliding Window
  5. Custom Convnets
  6. Data Augmentation

Requirements & Setup

Requirements

  • All you need is an Kaggle Account to start learning for free
  • Once you logged in, go this link, and you ready to go.

Notebooks - Lectures & Lab

Chapiter Lectures Exercises
1. The Convolutional Classifier Open notebook in Colab Open notebook in Colab Kaggle
2. Convolution and ReLU Open notebook in Colab Open notebook in Colab Kaggle
3. Maximum Pooling Open notebook in Colab Open notebook in Colab Kaggle
4. The Sliding Window Open notebook in Colab Open notebook in Colab Kaggle
5. Custom Convnets Open notebook in Colab Open notebook in Colab Kaggle
6. Data Augmentation Open notebook in Colab Open notebook in Colab Kaggle

Happy Learning!

References

"Vision is a picture of the future that produces passion." - Bill Hybels