{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "120b4212",
   "metadata": {},
   "outputs": [],
   "source": [
    "!python -m openpifpaf.predict test\\images\\test.png \\\n",
    "--checkpoint=model/mobilenetv2-220420-152335-karusel.pkl.epoch470 --image-output \\\n",
    "--keypoint-threshold-rel=0.01 --cif-th=0.01 --caf-th=0.01 --seed-threshold=0.01 \\\n",
    "--keypoint-threshold=0.01 --tr-minimum-threshold=0.01 --tr-single-pose-threshold=0.01 \\\n",
    "--tr-multi-pose-threshold=0.01 --instance-threshold=0.1 --line-width=4 --json-output"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "984d60d5",
   "metadata": {},
   "outputs": [],
   "source": [
    "!python -m openpifpaf.video --source test\\videos\\turn180_1d.mp4 \\\n",
    "--checkpoint=model/mobilenetv2-220420-152335-karusel.pkl.epoch470 --video-output --json-output \\\n",
    "--keypoint-threshold-rel=0.01 --cif-th=0.01 --caf-th=0.01 --seed-threshold=0.01 \\\n",
    "--keypoint-threshold=0.01 --tr-minimum-threshold=0.01 --tr-single-pose-threshold=0.01 \\\n",
    "--tr-multi-pose-threshold=0.01 --instance-threshold=0.1 --line-width=4 --video-fps=25 \\\n",
    "--scale=1 --loader-workers=3"
   ]
  }
 ],
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