Figure 5.
An original car sample is compared with three strongly biased augmentations using close crops and three weakly biased augmentations retaining most of the car.The original sample contains a car parked beside a building. The augmented data with strong bias contains three transformed samples. These focus on the front wheel, the side section and the rear section of the car. The augmented data with weak bias contains three transformed samples. Each retains most of the car and surrounding building, with changes in framing and orientation.

Original sample xi and augmented samples ts(xi) and tw(xi) with strong bias and weak bias, respectively

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