Uploaded April 2022 | Updated September 2026, 2 days ago

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Realtime NPU object detection demo using MIPI camera (OV5647) on ODROID-M1
- Linux kernel (4.19)
- Ubuntu Gnome Desktop (Mali GPU Bifrost/Wayland)
- 8~13 FPS
Object detection of image file
- Resolution of input source is limited to 640x640
- Image processing by OpenCV
- Supporting 80 objects using "YOLOv5s" model
Buy Now : hardkernel.com
Forum : forum.odroid.com

Source
Supported objects using "YOLOv5s" model: github.com/hardkernel/rknpu2/blob/master/examples/rknn_cam_demo/model/coco_80_labels_list.txt
Source of demos: github.com/hardkernel/rknpu2/tree/master/examples/rknn_cam_demo github.com/hardkernel/rknpu2/tree/master/examples/rknn_yolov5_demo
Source of images:
00:51 2048x1536 flickr.com/photos/dcoetzee/3565592927
00:53 960x623 pixabay.com/ko/photos/%ec%95%a0%ec%99%84-%eb%8f%99%eb%ac%bc-%ea%b7%80%ec%97%ac%ec%9a%b4-%eb%8f%99%eb%ac%bc-3157961
00:55 1200x796 pxhere.com/en/photo/1420284
00:59 3500x2387 commons.wikimedia.org/wiki/File:Traffic_in_Brasilia_before_Brazil_%26_Chile_match_at_World_Cup_2010-06-28_1.jpg
01:02 5391x3598 commons.wikimedia.org/wiki/File:Office_rest_area_(Unsplash).jpg
01:05 960x720 pixabay.com/ko/photos/%EB%B0%94%EA%B5%AC%EB%8B%88-%EB%AA%A9%EC%9E%AC-%EA%B3%BC%EC%9D%BC-2175870
01:08 777x518 pixahive.com/photo/a-boy-playing-football-4
01:10 780x518 stockvault.net/photo/202058/baseball-player
01:14 780x673 stockvault.net/photo/204650/basketball-league
01:16 960x720 pixabay.com/ko/photos/%ec%99%80%ec%9d%b8-%ec%99%80%ec%9d%b8-%ec%9e%94-%eb%a7%88%ec%8b%9c%eb%8b%a4-%ec%9c%a0%eb%a6%ac-3832272