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Difference between yolov3-tiny.cfg and yolov3-tiny_3l #3235
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@pushkalkatara Hi, yolov3-tiny_3l uses 3 [yolo]-layers at different scales, while |
Can you please share the intuition behind adding an extra yolo layer with different scales. Also, how are the accuracy and fps affected in both models? |
There was idea, that small objects require small features which are closer to input, For example, But now we know, that all [yolo] layers (for small and big objects) require all features (small and big), from this article for PANet: #3175 and paper https://arxiv.org/abs/1803.01534v4 4 colored lines are 4 detection ([yolo] or other) layers: So: #3114 (comment)
Read more: #3114 (comment) |
Great. Thanks for the detailed answer. 👍 |
Hi,
How to understand the difference between
yolov3-tiny.cfg and yolov3-tiny_3l
I notice addition from here route, cnn, upsample, route, cnn, cnn, yolo
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