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Ultralytics Assistant 2024-06-20 19:04:50 +02:00 committed by GitHub
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2
README.md
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@ -230,7 +230,7 @@ YOLOv5 has been designed to be super easy to get started and simple to learn. We
| [YOLOv5s6](https://github.com/ultralytics/yolov5/releases/download/v7.0/yolov5s6.pt) | 1280 | 44.8 | 63.7 | 385 | 8.2 | 3.6 | 12.6 | 16.8 | | [YOLOv5s6](https://github.com/ultralytics/yolov5/releases/download/v7.0/yolov5s6.pt) | 1280 | 44.8 | 63.7 | 385 | 8.2 | 3.6 | 12.6 | 16.8 |
| [YOLOv5m6](https://github.com/ultralytics/yolov5/releases/download/v7.0/yolov5m6.pt) | 1280 | 51.3 | 69.3 | 887 | 11.1 | 6.8 | 35.7 | 50.0 | | [YOLOv5m6](https://github.com/ultralytics/yolov5/releases/download/v7.0/yolov5m6.pt) | 1280 | 51.3 | 69.3 | 887 | 11.1 | 6.8 | 35.7 | 50.0 |
| [YOLOv5l6](https://github.com/ultralytics/yolov5/releases/download/v7.0/yolov5l6.pt) | 1280 | 53.7 | 71.3 | 1784 | 15.8 | 10.5 | 76.8 | 111.4 | | [YOLOv5l6](https://github.com/ultralytics/yolov5/releases/download/v7.0/yolov5l6.pt) | 1280 | 53.7 | 71.3 | 1784 | 15.8 | 10.5 | 76.8 | 111.4 |
| [YOLOv5x6](https://github.com/ultralytics/yolov5/releases/download/v7.0/yolov5x6.pt)<br>+ [TTA] | 1280<br>1536 | 55.0<br>**55.8** | 72.7<br>**72.7** | 3136<br>- | 26.2<br>- | 19.4<br>- | 140.7<br>- | 209.8<br>- | | [YOLOv5x6](https://github.com/ultralytics/yolov5/releases/download/v7.0/yolov5x6.pt)<br>+ [TTA] | 1280<br>1536 | 55.0<br>**55.8** | 72.7<br>**72.7** | 3136<br>- | 26.2<br>- | 19.4<br>- | 140.7<br>- | 209.8<br>- |
<details> <details>
<summary>Table Notes</summary> <summary>Table Notes</summary>

2
README.zh-CN.md
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@ -228,7 +228,7 @@ YOLOv5 超级容易上手，简单易学。我们优先考虑现实世界的结
| [YOLOv5s6](https://github.com/ultralytics/yolov5/releases/download/v7.0/yolov5s6.pt) | 1280 | 44.8 | 63.7 | 385 | 8.2 | 3.6 | 12.6 | 16.8 | | [YOLOv5s6](https://github.com/ultralytics/yolov5/releases/download/v7.0/yolov5s6.pt) | 1280 | 44.8 | 63.7 | 385 | 8.2 | 3.6 | 12.6 | 16.8 |
| [YOLOv5m6](https://github.com/ultralytics/yolov5/releases/download/v7.0/yolov5m6.pt) | 1280 | 51.3 | 69.3 | 887 | 11.1 | 6.8 | 35.7 | 50.0 | | [YOLOv5m6](https://github.com/ultralytics/yolov5/releases/download/v7.0/yolov5m6.pt) | 1280 | 51.3 | 69.3 | 887 | 11.1 | 6.8 | 35.7 | 50.0 |
| [YOLOv5l6](https://github.com/ultralytics/yolov5/releases/download/v7.0/yolov5l6.pt) | 1280 | 53.7 | 71.3 | 1784 | 15.8 | 10.5 | 76.8 | 111.4 | | [YOLOv5l6](https://github.com/ultralytics/yolov5/releases/download/v7.0/yolov5l6.pt) | 1280 | 53.7 | 71.3 | 1784 | 15.8 | 10.5 | 76.8 | 111.4 |
| [YOLOv5x6](https://github.com/ultralytics/yolov5/releases/download/v7.0/yolov5x6.pt)<br>+[TTA] | 1280<br>1536 | 55.0<br>**55.8** | 72.7<br>**72.7** | 3136<br>- | 26.2<br>- | 19.4<br>- | 140.7<br>- | 209.8<br>- | | [YOLOv5x6](https://github.com/ultralytics/yolov5/releases/download/v7.0/yolov5x6.pt)<br>+[TTA] | 1280<br>1536 | 55.0<br>**55.8** | 72.7<br>**72.7** | 3136<br>- | 26.2<br>- | 19.4<br>- | 140.7<br>- | 209.8<br>- |
<details> <details>
<summary>笔记</summary> <summary>笔记</summary>

72
utils/flask_rest_api/README.md
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@ -28,42 +28,42 @@ The model inference results are returned as a JSON response:
```json ```json
[ [
{ {
"class": 0, "class": 0,
"confidence": 0.8900438547, "confidence": 0.8900438547,
"height": 0.9318675399, "height": 0.9318675399,
"name": "person", "name": "person",
"width": 0.3264600933, "width": 0.3264600933,
"xcenter": 0.7438579798, "xcenter": 0.7438579798,
"ycenter": 0.5207948685 "ycenter": 0.5207948685
}, },
{ {
"class": 0, "class": 0,
"confidence": 0.8440024257, "confidence": 0.8440024257,
"height": 0.7155083418, "height": 0.7155083418,
"name": "person", "name": "person",
"width": 0.6546785235, "width": 0.6546785235,
"xcenter": 0.427829951, "xcenter": 0.427829951,
"ycenter": 0.6334488392 "ycenter": 0.6334488392
}, },
{ {
"class": 27, "class": 27,
"confidence": 0.3771208823, "confidence": 0.3771208823,
"height": 0.3902671337, "height": 0.3902671337,
"name": "tie", "name": "tie",
"width": 0.0696444362, "width": 0.0696444362,
"xcenter": 0.3675483763, "xcenter": 0.3675483763,
"ycenter": 0.7991207838 "ycenter": 0.7991207838
}, },
{ {
"class": 27, "class": 27,
"confidence": 0.3527112305, "confidence": 0.3527112305,
"height": 0.1540903747, "height": 0.1540903747,
"name": "tie", "name": "tie",
"width": 0.0336618312, "width": 0.0336618312,
"xcenter": 0.7814827561, "xcenter": 0.7814827561,
"ycenter": 0.5065554976 "ycenter": 0.5065554976
} }
] ]
``` ```

12
utils/loggers/clearml/README.md
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@ -28,15 +28,15 @@ Either sign up for free to the [ClearML Hosted Service](https://cutt.ly/yolov5-t
1. Install the `clearml` python package: 1. Install the `clearml` python package:
```bash ```bash
pip install clearml pip install clearml
``` ```
2. Connect the ClearML SDK to the server by [creating credentials](https://app.clear.ml/settings/workspace-configuration) (go right top to Settings -> Workspace -> Create new credentials), then execute the command below and follow the instructions: 2. Connect the ClearML SDK to the server by [creating credentials](https://app.clear.ml/settings/workspace-configuration) (go right top to Settings -> Workspace -> Create new credentials), then execute the command below and follow the instructions:
```bash ```bash
clearml-init clearml-init
``` ```
That's it! You're done 😎 That's it! You're done 😎