1.1.1 - Image Classification
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Practice Questions
Test your understanding with targeted questions
What is image classification?
💡 Hint: Think about labeling other types of data.
Name one dataset commonly used for image classification.
💡 Hint: Consider resources available to machine learning practitioners.
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What is the main purpose of image classification?
💡 Hint: Consider the activities done in everyday applications of image recognition.
True or False: Data augmentation increases the amount of required training data.
💡 Hint: Think about how augmentation modifies existing images.
3 more questions available
Challenge Problems
Push your limits with advanced challenges
Design a simple architecture for an image classification model using CNNs, detailing each layer's purpose.
💡 Hint: Think about the flow of data through different phases in CNN.
Discuss the potential drawbacks or limitations of using transfer learning.
💡 Hint: Consider the factors influencing model performance post-transfer.
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