Synthetic data can partially substitute for real data in object detection training, with performance tied to domain similarity and the volume of real data included.
Few-shot image recognition by predicting parameters from activations
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How much real data do we actually need: Analyzing object detection performance using synthetic and real data
Synthetic data can partially substitute for real data in object detection training, with performance tied to domain similarity and the volume of real data included.