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**YOLO-LITE** is a real demo model developed to run on mobile devices such as a laptop or phone not connected to a graphics unit (GPU).The global model was trained on the **PASCAL VOC** dataset and then on the **COCO** dataset, achieving a mean organism detector (mAP) of 33.81% and 12.26%, respectively.So a model with just 7 layers would have to be 482 million FLOPS.
YOLO-LITE is a real demo model developed to run on mobile devices such as a laptop or phone not connected to a graphics unit (GPU). The model is based on the You Only Look Once (YOLO) algorithm as a test point, which seeks a real object detection algorithm in a standard non-GPU computer.
The global model was trained on the PASCAL VOC dataset and then on the COCO dataset, achieving a mean organism detector (mAP) of 33.81% and 12.26%, respectively. YOLO-LITE runs at approximately 21 fps on a non-GPU computer, and 10 fps after implementing it on the website. So a model with just 7 layers would have to be 482 million FLOPS. The speed of this model is over 3.8 times faster than the current advanced model, SSD MobilenetvI
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