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cs.CV2020
LOOC: Localize Overlapping Objects with Count Supervision
Issam H. Laradji, Rafael Pardinas, Pau Rodriguez +1
Acquiring count annotations generally requires less human effort than point-level and bounding box annotations. Thus, we propose the novel problem setup of localizing objects in de…
cs.CV2020
Objects of violence: synthetic data for practical ML in human rights investigations
Lachlan Kermode, Jan Freyberg, Alican Akturk +5
We introduce a machine learning workflow to search for, identify, and meaningfully triage videos and images of munitions, weapons, and military equipment, even when limited trainin…