diff --git a/README-zh-tw.md b/README-zh-tw.md
index f6253a5..e40aae8 100644
--- a/README-zh-tw.md
+++ b/README-zh-tw.md
@@ -63,8 +63,6 @@
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。
-
@@ -295,18 +293,15 @@
- `8: '機械'`
- `9: '車輛'`
-
- 檢測模型
-
- | Model | size
(pixels) | mAPval
50 | mAPval
50-95 | params
(M) | FLOPs
(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 |
+檢測模型
-
+| Model | size
(pixels) | mAPval
50 | mAPval
50-95 | params
(M) | FLOPs
(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 |
@@ -330,7 +325,7 @@
## 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。
diff --git a/README.md b/README.md
index 387bf15..6271366 100644
--- a/README.md
+++ b/README.md
@@ -303,18 +303,15 @@ The primary dataset for training this model is the [Construction Site Safety Ima
- `8: 'Machinery'`
- `9: 'Vehicle'`
-
- Models for detection
-
- | Model | size
(pixels) | mAPval
50 | mAPval
50-95 | params
(M) | FLOPs
(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 |
+Models for detection
-
+| Model | size
(pixels) | mAPval
50 | mAPval
50-95 | params
(M) | FLOPs
(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 |
@@ -340,7 +337,7 @@ We welcome contributions to this project. Please follow these steps:
## TODO
- Add support for WhatsApp notifications,
-- Switch from Flask to Fastapi in server_api and streaming_web
+- Separation of front and back ends
## License