go deeper into using ConvNets with real-world data and a much larger dataset than those you've been using thus far.
learn about image augmentation, a technique to avoid overfitting by tweaking the training set to potentially increase the diversity of subjects it covers.
discuss your project ideas.
Slides
Learning Resources
(StatQuest with Josh Starmer, 15 min)
(DeepLearningAI, 9:50 min)
(DeepLearningAI, 9:30 min)
Until next week you should...
watch video to get an introduction on transfer learning (8 min)
watch video to learn how to implement transfer learning with CNNs (12 min)
work through blog to learn about multi-class classification
(Aladdin Persson, first 10 min)
(Aladdin Persson, first 7 min)
(Kody Simpson, 23 min)
complete the exercise assignment in
investigate the characteristics of your project's dataset according to the instructions given
document your findings on the dataset characteristics according to the instructions of above