kng-cotofure
/

Emotics_YoloV7-Age-Classification

Object Detection

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Setup

Clone repo YoloV7 classification

git clone -b cls https://github.com/kngcotofure/yolov7-gpl.git

Install requirements

cd yolov7-gpl/det
pip install -r requirements.txt -q

Inference

python classify/predict.py --weights yolov7-base-150e.pt --device 0 --source sample.jpg

Accuracy

FairFace dataset https://paperswithcode.com/sota/facial-attribute-classification-on-fairface

	Model size	Input size	Top 1 Acc
MiVOLO-V2	-	384	62.28
MiVOLO-V1	105MB	224	61.07
FairFace	81.3MB	224	59.7
YoloV-tiny-150e (our)	12MB	224	58
YoloV-base-150e (our)	58MB	224	60

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Inference Examples

Object Detection

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