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A newer version of the Gradio SDK is available: 5.18.0

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AlphaPose - Speeding Up

Run AlphaPose for a video, speeding up by increasing the confidence and lowering the NMS threshold:

python3 video_demo.py --video ${path to video} --outdir examples/results/  --conf 0.5 --nms 0.45

For users with GPU memory >= 8GB, I suggest increasing the detection batch:

python3 demo.py --indir ${img_directory} --outdir examples/res --detbatch 2

For users that do not need to detect small size persons, I suggest lowering the input size of detection network. The inp_dim should be multiple of 32.

python3 demo.py --indir ${img_directory} --outdir examples/res --inp_dim 480