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products:sbc:vim4:npu:demos:yolov7-tiny

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products:sbc:vim4:npu:demos:yolov7-tiny [2025/01/08 22:22]
louis
products:sbc:vim4:npu:demos:yolov7-tiny [2025/06/12 05:39] (current)
louis
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 {{indexmenu_n>1}} {{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 ===== ===== Train the model =====
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 $ ./yolov7_tiny -m ../data/yolov7_tiny_int8.adla -p ../data/horses.jpg $ ./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 === === Camera input demo ===
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 # Run # 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
 ``` ```
  
Last modified: 2025/01/08 22:22 by louis