{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "f9a03d7c", "metadata": {}, "outputs": [], "source": [ "import json\n", "import os\n", "import pandas as pd\n", "import numpy as np\n", "import plotly.express as px\n", "import cv2\n", "from tqdm.notebook import tqdm \n", "from utils import *" ] }, { "cell_type": "code", "execution_count": 2, "id": "7e671b5a", "metadata": {}, "outputs": [], "source": [ "path_video_OpenPifPaf_detection = r'..\\Inference\\test\\videos\\turn180_1d.mp4.openpifpaf.json'\n", "\n", "video_json = []\n", "for line in open(path_video_OpenPifPaf_detection, 'r'):\n", " video_json.append(json.loads(line))\n", "\n", "keypoints_3d_path = r'karussel_24kps.csv'\n", "keypoints_3d = pd.read_csv(keypoints_3d_path, index_col=0).astype(float)\n", "\n", "axes_3d = np.float32([[0,0,0],\n", " [1,0,0],\n", " [0,1,0],\n", " [0,0,1]])" ] }, { "cell_type": "code", "execution_count": 3, "id": "1beeef98", "metadata": {}, "outputs": [], "source": [ "def pict_points(size=100):\n", " s = size//2\n", " return np.float32([[0,0,0],\n", " [-s,-s, 0],\n", " [s, -s, 0],\n", " [s, s, 0],\n", " [-s, s, 0]])\n", "\n", "from functions_shield import *\n", "logo, pts_pict = readShield(\"coca-cola.png\")" ] }, { "cell_type": "markdown", "id": "99354896", "metadata": {}, "source": [ "### video" ] }, { "cell_type": "code", "execution_count": 8, "id": "3164afcb", "metadata": { "scrolled": true }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "d11eec7ddd3a434082a3c453f81bc877", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/375 [00:00score:\n", " score = i['score']\n", " ann = i\n", " rvec = []\n", " if ann != []:\n", " keypoints_2d, bbox, score = encode(ann)\n", " conf_keypoints_2d = keypoints_2d[keypoints_2d['conf']>0.35]\n", " if len(conf_keypoints_2d)>5:\n", " rvec, tvec, camMatrx, dist = fit((1920, 1080), conf_keypoints_2d, keypoints_3d, focus=1)\n", "\n", " imgpts = cv.projectPoints(box_pict, rvec, tvec, camMatrx, dist)[0][:, 0].astype(int)\n", " imgpts_list.append(imgpts)\n", " \n", " imgpts = imgpts_filt_list[number]\n", " img = overlaying(logo, img, pts_pict, imgpts[1:])\n", " \n", " for p in imgpts[1:]:\n", " img = cv.circle(img, p.astype(int), 5, (0,0,0), -1)\n", "# for p in conf_keypoints_2d[['x', 'y']].values:\n", "# img = cv.circle(img, p.astype(int), 5, (0,0,0), -1)\n", " number += 1\n", " \n", " out.write(img)\n", " \n", "video.release()\n", "out.release()" ] }, { "cell_type": "code", "execution_count": 7, "id": "ada19ded", "metadata": {}, "outputs": [ { "data": { "text/html": [ " \n", " " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "hovertemplate": "variable=x0
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