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Does the problem of elephants still exist with such approach? It doesn't seem right that an unexpected feature in a corner of the image would have a dramatic im
by ivan_gammel 8y ago
Does the problem of elephants still exist with such approach? It doesn't seem right that an unexpected feature in a corner of the image would have a dramatic impact on the recognition of the features elsewhere.
- sp332 8y agoWell if there's a thing/elephant/chair floating over someone's head in one part of the room, that does change the context for interpreting other things in the room.
- CodesInChaos 8y agoI don't see any evidence of "dramatic" impact. The objects visible in both images only show minor changes in the confidence score . The objects missing in one image are close to the visualization threshold (50% confidence) in the other. And for the "chair turning into a couch", we don't see the likelihood of the chair, because it's hidden behind the box for the couch. So the dramatic changes seen in the image seem to be artifacts of the visualization and not of the network's performance.