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--- products:sbc:vim4:npu:demos:yolov7-tiny [2025/01/08 22:14]
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+++ products:sbc:vim4:npu:demos:yolov7-tiny [2025/06/12 05:39] (current)
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@@ Line 6: / Line 6: @@
 {{indexmenu_n>1}}
+===== Introduction =====
+YOLOv7-Tiny is an object detection model. It uses bounding boxes to precisely draw each object in image.
+Inference results on VIM4.
+{{:products:sbc:vim4:npu:demos:yolov7-tiny-demo-output.webp?800|}}
+**Inference speed test**: USB camera about **126ms** per frame.
 ===== Train the model =====
@@ Line 30: / Line 40: @@
 ==== Get the conversion tool ====
-Download The conversion tool from [[gl>khadas/vim4_npu_sdk]].
+Download The conversion tool from [[gh>khadas/vim4_npu_sdk]].
 ```shell
@@ Line 149: / Line 159: @@
 $ ./yolov7_tiny -m ../data/yolov7_tiny_int8.adla -p ../data/horses.jpg
 ```
-{{:products:sbc:vim4:npu:demos:yolov7-tiny-demo-output.webp?800|}}
 === Camera input demo ===
@@ Line 165: / Line 173: @@
 # Run
-$ ./yolov7_tiny_cap -m ../data/yolov7_tiny_int8.adla -d 0
+$ ./yolov7_tiny_cap -m ../data/yolov7_tiny_int8.adla -t usb -d 0
 ```

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