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YonghaoHe avatar YonghaoHe commented on September 28, 2024 2

@gwestner94
In short words, the longer side affects the selection of RF size (the RF needs to cover the object), the shorter side determine the RF stride (make sure the object will be hit by at least one RF center).
In pedestrian detection, the aspect ratio may become larger, like 1:3 or 1:5. Besides, pedestrians are always occluded, this means we have to detect full body and half body. To make it right, larger context information is necessary. So, we need different strategy to match RF size and object scale.
We will release our model recently. By the way, how to match RF size and object scale is an open problem.

from lffd-a-light-and-fast-face-detector-for-edge-devices.

YonghaoHe avatar YonghaoHe commented on September 28, 2024

@gwestner94 We have released our first try of pedestrian detection on Caltech. You can check it. Hope it will help you.

from lffd-a-light-and-fast-face-detector-for-edge-devices.

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