Image classification and object detection
8 important questions on Image classification and object detection
How does image classification differ to image segmentation?
What are the five common vision tasks that are applied to the organisation of images with automated learning?
- Image classification
- Image classification and localization
- Object detection
- Semantic segmentation
- Instance segmentation
What is a bounding box and how is it used in the context of object localization?
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Why is a rectangle a suitable shape to use for object localization in images?
What are the three relevant elements for the overall recipe of object detection?
What is the difference between the sliding window approach and the image pyramid
Which object detection approach uses patterns such as HOG and edge detection to value regions of the image on similarity?
How does template matching measure similarity between regions of images?
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