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For questions related to object detection (where objects can be e.g. humans, dogs, houses, etc.), whose meaning or definition can vary depending on the context. OD can refer to the task of locating (i.e. finding the coordinates) an object in an image (so, in this case, it would be a synonym for object localization) or the task of locating the object and classifying it (i.e. object localization + object classification).

4 votes
1 answer
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What loss function should one use for object detection, knowing that the input image contain...

What loss function should one use, knowing that the input image contains exactly one target object? I am currently using MSE to predict the center of ROI coordinates and its width and height. All valu …
don_pablito's user avatar
4 votes
Accepted

How can I develop an object detection system that counts the number of objects and determine...

If you want to get experience, you should probably start with some easier task. Object detection and localization are relatively hard and writing a neural network and image processing pipeline from sc …
don_pablito's user avatar