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stefanopini / simple-HRNet

Multi-person Human Pose Estimation with HRNet in Pytorch
GNU General Public License v3.0
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Tiny Yolo #70

Closed Tabriz12 closed 4 years ago

Tabriz12 commented 4 years ago

First of all, thank you for your work. I would like to know what are the performance gain and accuracy drop when using Tiny Yolo as a detector?

stefanopini commented 4 years ago

Hi! I'm sorry I didn't run any comparison between yolo-v3 and tiny-yolo-v3. In my tests, I didn't experienced a big difference between them.

Opening the original project page, you can have a look at the performance of YOLOv3-416 and YOLOv3-tiny in the section "Performance on the COCO Dataset". Using YOLOv3-tiny, mAP is 40% lower (on average on all classes, but this repository uses only the class person), but the inference is about 6 times faster.