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Update README.md
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ppogg authored Oct 14, 2021
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Expand Up @@ -11,13 +11,13 @@ Perform a series of ablation experiments on yolov5 to make it lighter (smaller F
001| yolo-fastest| 320×320|0.25G|0.35M|1.4| 24.4| -
002| nanodet-m| 320×320| 0.72G|0.95M|1.8|- |20.6
003| yolo-fastest-xl| 320×320|0.72G|0.92M|3.5| 34.3| -
004| YOLOv5-Lites<sup>ours</sup>| 320×320|1.43G |1.62M|3.3| 36.2|20.8|
004| YOLOv5-Lite<sub>s</sub><sup>ours</sup>| 320×320|1.43G |1.62M|3.3| 36.2|20.8|
005| yolov3-tiny| 416×416| 6.96G|6.06M|23.0| 33.1|16.6
006| yolov4-tiny| 416×416| 5.62G|8.86M| 33.7|40.2|21.7
007| YOLOv5-Lites<sup>ours</sup>| 416×416|2.56G |1.62M|3.3| 41.3|24.4
008| YOLOv5-Litec<sup>ours</sup>| 640×640|8.6G |4.37M|9.2| 52.5|33.0|
007| YOLOv5-Lite<sub>s</sub><sup>ours</sup>| 416×416|2.56G |1.62M|3.3| 41.3|24.4
008| YOLOv5-Lite<sub>c</sub><sup>ours</sup>| 640×640|8.6G |4.37M|9.2| 52.5|33.0|
009| YOLOv5s| 640×640| 17.0G|7.3M|14.2| 55.8|35.9
010| YOLOv5-Liteg<sup>ours</sup>| 640×640|15.7G |5.3M|10.9| 56.9|38.1|
010| YOLOv5-Lite<sub>g</sub><sup>ours</sup>| 640×640|15.7G |5.3M|10.9| 56.9|38.1|

## Comparison on different platforms

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