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4 cards from this section. Quick, good the night before a test.
What is image classification?
Think about how you would label pictures.
Name a common algorithm for object detection.
It’s a method that considers the entire image at once.
What does image classification do?
Think about the difference between labeling parts versus the whole.
True or False: Object detection only provides a label for an image.
Consider what additional information object detection gives.
Compare the effectiveness of YOLO and R-CNN in the context of real-world applications, such as surveillance systems.
Focus on speed for surveillance while also considering accuracy.
Design a simple model demonstrating the principles of CNNs using a dataset of your choice for image classification.
Consider how each layer contributes to processing the image features.
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