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yihong1120 committed Nov 18, 2024
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23 changes: 9 additions & 14 deletions README-zh-tw.md
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多語言支援使該系統在全球範圍內的使用者都能方便使用，提升了不同地區的可用性。

> **待辦事項**：新增對 WhatsApp 通知的支援，使用Line Message API。
<br>
<br>

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- `8: '機械'`
- `9: '車輛'`

<details>
<summary>檢測模型</summary>

| Model | size<br><sup>(pixels) | mAP<sup>val<br>50 | mAP<sup>val<br>50-95 | params<br><sup>(M) | FLOPs<br><sup>(B) |
| ------- | --------------------- | ------------------ | ------------------ | ----------------- | ----------------- |
| YOLO11n | 640 | 54.1 | 31.0 | 2.6 | 6.5 |
| YOLO11s | 640 | 70.1 | 44.8 | 9.4 | 21.6 |
| YOLO11m | 640 | 73.3 | 42.6 | 20.1 | 68.0 |
| YOLO11l | 640 | 77.3 | 54.6 | 25.3 | 86.9 |
| YOLO11x | 640 | 76.8 | 52.5 | 56.9 | 194.9 |
<summary>檢測模型</summary>

</details>
| Model | size<br><sup>(pixels) | mAP<sup>val<br>50 | mAP<sup>val<br>50-95 | params<br><sup>(M) | FLOPs<br><sup>(B) |
| ------- | --------------------- | ------------------ | ------------------ | ----------------- | ----------------- |
| YOLO11n | 640 | 54.1 | 31.0 | 2.6 | 6.5 |
| YOLO11s | 640 | 70.1 | 44.8 | 9.4 | 21.6 |
| YOLO11m | 640 | 73.3 | 42.6 | 20.1 | 68.0 |
| YOLO11l | 640 | 77.3 | 54.6 | 25.3 | 86.9 |
| YOLO11x | 640 | 76.8 | 52.5 | 56.9 | 194.9 |

<br>

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## 待辦事項

- 新增對 WhatsApp 通知的支援，
- 在 server_api 和 streaming_web 中從 Flask 切換到 Fastapi
- 前後端分離

## 授權
此項目根據 [AGPL-3.0](LICENSE.md) 授權。
21 changes: 9 additions & 12 deletions README.md
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Expand Up @@ -303,18 +303,15 @@ The primary dataset for training this model is the [Construction Site Safety Ima
- `8: 'Machinery'`
- `9: 'Vehicle'`

<details>
<summary>Models for detection</summary>

| Model | size<br><sup>(pixels) | mAP<sup>val<br>50 | mAP<sup>val<br>50-95 | params<br><sup>(M) | FLOPs<br><sup>(B) |
| ------- | --------------------- | ------------------ | ------------------ | ----------------- | ----------------- |
| YOLO11n | 640 | 54.1 | 31.0 | 2.6 | 6.5 |
| YOLO11s | 640 | 70.1 | 44.8 | 9.4 | 21.6 |
| YOLO11m | 640 | 73.3 | 42.6 | 20.1 | 68.0 |
| YOLO11l | 640 | 77.3 | 54.6 | 25.3 | 86.9 |
| YOLO11x | 640 | 76.8 | 52.5 | 56.9 | 194.9 |
<summary>Models for detection</summary>

</details>
| Model | size<br><sup>(pixels) | mAP<sup>val<br>50 | mAP<sup>val<br>50-95 | params<br><sup>(M) | FLOPs<br><sup>(B) |
| ------- | --------------------- | ------------------ | ------------------ | ----------------- | ----------------- |
| YOLO11n | 640 | 54.1 | 31.0 | 2.6 | 6.5 |
| YOLO11s | 640 | 70.1 | 44.8 | 9.4 | 21.6 |
| YOLO11m | 640 | 73.3 | 42.6 | 20.1 | 68.0 |
| YOLO11l | 640 | 77.3 | 54.6 | 25.3 | 86.9 |
| YOLO11x | 640 | 76.8 | 52.5 | 56.9 | 194.9 |

<br>

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## TODO

- Add support for WhatsApp notifications,
- Switch from Flask to Fastapi in server_api and streaming_web
- Separation of front and back ends

## License

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