From 84dfb6acffdb6e9fcda53ff02e91f8074753d871 Mon Sep 17 00:00:00 2001 From: wa22 Date: Thu, 23 May 2024 10:13:21 +0000 Subject: [PATCH] update --- README.md | 19 ++++++++++--------- figures/latency.png | Bin 0 -> 607556 bytes figures/params.png | Bin 0 -> 655480 bytes 3 files changed, 10 insertions(+), 9 deletions(-) create mode 100644 figures/latency.png create mode 100644 figures/params.png diff --git a/README.md b/README.md index 38708a067..232fe4f98 100644 --- a/README.md +++ b/README.md @@ -4,8 +4,8 @@ Official PyTorch implementation of **YOLOv10**.

- -
+ +
Comparisons with others in terms of latency-accuracy (left) and size-accuracy (right) trade-offs.

@@ -26,13 +26,13 @@ Over the past years, YOLOs have emerged as the predominant paradigm in the field ## Performance COCO | Model | Test Size | #params | FLOPs | AP$^{val}$ | Latency | -|:---------------|:----:|:---:|:--:|:--:|:--:|:--:|:--:| -| YOLOv10-N | 640 | 2.3M | 6.7G | 38.5% | 1.84ms | -| YOLOv10-S | 640 | 7.2M | 21.6G | 46.3% | 2.49ms | -| YOLOv10-M | 640 | 15.4M | 59.1G | 51.1% | 4.74ms | -| YOLOv10-B | 640 | 19.1M | 92.0G | 52.5% | 5.74ms | -| YOLOv10-L | 640 | 24.4M | 120.3G | 53.2% | 7.28ms | -| YOLOv10-X | 640 | 29.5M | 160.4G | 54.4% | 10.70ms | +|:---------------|:----:|:---:|:--:|:--:|:--:| +| [YOLOv10-N]() | 640 | 2.3M | 6.7G | 38.5% | 1.84ms | +| [YOLOv10-S]() | 640 | 7.2M | 21.6G | 46.3% | 2.49ms | +| [YOLOv10-M]() | 640 | 15.4M | 59.1G | 51.1% | 4.74ms | +| [YOLOv10-B]() | 640 | 19.1M | 92.0G | 52.5% | 5.74ms | +| [YOLOv10-L]() | 640 | 24.4M | 120.3G | 53.2% | 7.28ms | +| [YOLOv10-X]() | 640 | 29.5M | 160.4G | 54.4% | 10.70ms | ## Installation `conda` virtual environment is recommended. @@ -43,6 +43,7 @@ pip install -e . ``` ## Validation +[`yolov10n.pt`]() [`yolov10s.pt`]() [`yolov10m.pt`]() [`yolov10b.pt`]() [`yolov10l.pt`]() [`yolov10x.pt`]() ``` yolo val model=yolov10n/s/m/b/l/x.pt data=coco.yaml batch=256 ``` diff --git a/figures/latency.png b/figures/latency.png new file mode 100644 index 0000000000000000000000000000000000000000..ed063ea4bcf2334319e98161048cddb02b16913c GIT binary patch literal 607556 zcmeEuhgXx?_IA{(UMqu25d<7iK&puJ>PQhqil~SPC{?6Hq<0)grK40S0R@yQh%_NU zaHJ@`NH0+kLhld=CEq@=jNW_yfp4uJYuz>Ijqf?{KD#{6v-gRgmWJw{oh&;s7|b5E zGfEdQ7&`cMm*T&-!GE3$wEqGBk#bPJ;-G^ycW}OO#|(4+hQn=Ztb?_s@nI*kJNA}X zTTvl#q2mIFZ#p>KwwD$bw)yb^A?zIsVYx(|J@Aknx6kO=V=&iL(Em0a2tR!avk8My zQ#y6gC2pe6)uqodT4F=yTv&mcMzP{C_h(J7B+Q7XmM-7bCT$PC<0mVT!8G zTVMax!+#&91P)xhrh3X+?_XWD{o&6~_VI>C+UCje*o2*|U0Jug$?tTo+kQ??&b2fv zVAo3g>gr0#{;2j0PqI+0d2SbM=;t5*KU`a2H$VUQ>^b1`>t8+f<;86I`6C!bdTk7{ z(?35xoQas-|NIgCrmVDy`PaYk_uYK_*S|SHzxDdBf5XeUv;5b;(Ng-q4gGA9|Fh7~ 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