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Glenn Jocher 2019-11-27 14:52:33 -10:00
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@ -158,6 +158,12 @@ darknet `YOLOv3` | 51.5 | 55.3 | 57.9
darknet `YOLOv3-SPP` | 52.3 | 56.8 | **60.6**
**ultralytics** `YOLOv3-SPP` | **53.9** | **58.7** | 60.1
<i></i> |resolution |mAP<br>0.5:0.95 |mAP<br>0.5
--- | --- | --- | ---
YOLOv3-tiny<br>YOLOv3<br>YOLOv3-SPP<br>YOLOv3-SPP ultralytics |320 |14.0<br>28.7<br>30.5<br>**35.2** |29.0<br>51.5<br>52.3<br>**53.9**
YOLOv3-tiny<br>YOLOv3<br>YOLOv3-SPP<br>YOLOv3-SPP ultralytics |416 |16.0<br>31.1<br>33.9<br>**38.8** |32.9<br>55.3<br>56.8<br>**58.7**
YOLOv3-tiny<br>YOLOv3<br>YOLOv3-SPP<br>YOLOv3-SPP ultralytics |608 |16.6<br>33.0<br>37.0<br>**40.4** |35.5<br>57.9<br>**60.6**<br>60.1
```bash
$ python3 test.py --save-json --img-size 608 --weights ultralytics68.pt
Namespace(batch_size=16, cfg='cfg/yolov3-spp.cfg', conf_thres=0.001, data='data/coco.data', device='', img_size=608, iou_thres=0.5, nms_thres=0.5, save_json=True, weights='ultralytics68.pt')