What is the difference between object detection and image classification?
An example of an AI chatbot conversation about object detection and image classification.
What is the difference between object detection and image classification?
Object detection identifies and locates objects within an image, while image classification assigns a label to the entire image.
Can you give me an example of each?
Sure! In image classification, a photo of a dog is labeled as 'dog'. In object detection, the model would identify the dog and draw a bounding box around it.
Which one is more complex?
Object detection is generally more complex because it requires both identifying and localizing multiple objects in an image.
What are some common applications for each?
Image classification is used in photo tagging, while object detection is used in autonomous vehicles and surveillance systems.
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