diff --git a/test_training_data.ipynb b/test_training_data.ipynb new file mode 100644 index 0000000..843213f --- /dev/null +++ b/test_training_data.ipynb @@ -0,0 +1,244 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/ruben/suspicion/trap/.venv/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], + "source": [ + "from pathlib import Path\n", + "from typing import List\n", + "from trap.frame_emitter import Track\n", + "from trap.frame_emitter import Camera\n", + "from trap.tracker import TrackReader\n", + "\n", + "\n", + "path = Path(\"EXPERIMENTS/raw/hof3/\")\n", + "calibration_path = Path(\"../DATASETS/hof3/calibration.json\")\n", + "homography_path = Path(\"../DATASETS/hof3/homography.json\")\n", + "camera = Camera.from_paths(calibration_path, homography_path, 12)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "reader = TrackReader(path, camera.fps, exclude_whitelisted = False, include_blacklisted=False)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from trap.tracker import FinalDisplacementFilter\n", + "\n", + "\n", + "tracks: List[Track] = [t for t in reader]\n", + "filter = FinalDisplacementFilter(2)\n", + "tracks = filter.apply(tracks, camera)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Track(track_id='7', history=[Detection(track_id='7', l=1320.8199462890625, t=251.9683380126953, w=111.053955078125, h=234.67745971679688, conf=1, state=, frame_nr=3264, det_class=1), Detection(track_id='7', l=1339.9742431640625, t=238.920166015625, w=105.037109375, h=222.37574768066406, conf=1, state=, frame_nr=3265, det_class=1), Detection(track_id='7', l=1352.3323974609375, t=229.05804443359375, w=104.625732421875, h=221.97633361816406, conf=1, state=, frame_nr=3266, det_class=1), Detection(track_id='7', l=1359.267822265625, t=220.7544708251953, w=106.5965576171875, h=226.98056030273438, conf=1, state=, frame_nr=3267, det_class=1), Detection(track_id='7', l=1362.710693359375, t=213.61810302734375, w=109.2371826171875, h=233.524169921875, conf=1, state=, frame_nr=3268, det_class=1), Detection(track_id='7', l=1364.126708984375, t=203.14120483398438, w=111.1407470703125, h=238.55650329589844, conf=1, state=, frame_nr=3269, det_class=1), Detection(track_id='7', l=1367.715576171875, t=190.77456665039062, w=112.6883544921875, h=245.13031005859375, conf=1, state=, frame_nr=3270, det_class=1), Detection(track_id='7', l=1375.32275390625, t=181.7355194091797, w=108.6031494140625, h=238.25833129882812, conf=1, state=, frame_nr=3271, det_class=1), Detection(track_id='7', l=1380.20654296875, t=170.72500610351562, w=103.9525146484375, h=230.0364227294922, conf=1, state=, frame_nr=3272, det_class=1), Detection(track_id='7', l=1385.44189453125, t=161.61102294921875, w=97.076416015625, h=216.43988037109375, conf=1, state=, frame_nr=3273, det_class=1), Detection(track_id='7', l=1387.068603515625, t=149.4908447265625, w=97.640869140625, h=220.21246337890625, conf=1, state=, frame_nr=3274, det_class=1), Detection(track_id='7', l=1389.26220703125, t=143.24551391601562, w=97.9940185546875, h=224.08978271484375, conf=1, state=, frame_nr=3275, det_class=1), Detection(track_id='7', l=1388.7193603515625, t=135.30145263671875, w=98.697021484375, h=228.9639129638672, conf=1, state=, frame_nr=3276, det_class=1), Detection(track_id='7', l=1391.044921875, t=126.18832397460938, w=95.349853515625, h=223.96878051757812, conf=1, state=, frame_nr=3277, det_class=1), Detection(track_id='7', l=1392.5245361328125, t=115.1940689086914, w=91.294921875, h=215.87339782714844, conf=1, state=, frame_nr=3278, det_class=1), Detection(track_id='7', l=1394.88720703125, t=104.04446411132812, w=87.3721923828125, h=207.13995361328125, conf=1, state=, frame_nr=3279, det_class=1), Detection(track_id='7', l=1395.7288818359375, t=94.92156982421875, w=87.2978515625, h=207.88204956054688, conf=1, state=, frame_nr=3280, det_class=1), Detection(track_id='7', l=1395.14404296875, t=89.08332061767578, w=87.2071533203125, h=209.1320037841797, conf=1, state=, frame_nr=3281, det_class=1), Detection(track_id='7', l=1393.6158447265625, t=83.175048828125, w=88.0908203125, h=213.34136962890625, conf=1, state=, frame_nr=3282, det_class=1), Detection(track_id='7', l=1393.5189208984375, t=79.1900634765625, w=87.788330078125, h=212.45541381835938, conf=1, state=, frame_nr=3283, det_class=1), Detection(track_id='7', l=1392.7437744140625, t=71.73565673828125, w=84.64892578125, h=204.18603515625, conf=1, state=, frame_nr=3284, det_class=1), Detection(track_id='7', l=1391.8515625, t=61.526771545410156, w=79.6556396484375, h=191.9879913330078, conf=1, state=, frame_nr=3285, det_class=1), Detection(track_id='7', l=1390.78076171875, t=58.899993896484375, w=77.8787841796875, h=187.45034790039062, conf=1, state=, frame_nr=3286, det_class=1), Detection(track_id='7', l=1389.577392578125, t=54.75666809082031, w=77.93115234375, h=188.03045654296875, conf=1, state=, frame_nr=3287, det_class=1), Detection(track_id='7', l=1387.60986328125, t=49.06880187988281, w=79.3365478515625, h=193.26239013671875, conf=1, state=, frame_nr=3288, det_class=1), Detection(track_id='7', l=1385.806396484375, t=39.1656494140625, w=80.3294677734375, h=197.7169189453125, conf=1, state=, frame_nr=3289, det_class=1), Detection(track_id='7', l=1385.39453125, t=38.04023742675781, w=78.2938232421875, h=193.96432495117188, conf=1, state=, frame_nr=3290, det_class=1), Detection(track_id='7', l=1387.2510986328125, t=26.112152099609375, w=71.546875, h=176.45062255859375, conf=1, state=, frame_nr=3291, det_class=1), Detection(track_id='7', l=1384.037353515625, t=11.176986694335938, w=72.8916015625, h=180.7523193359375, conf=1, state=, frame_nr=3292, det_class=1), Detection(track_id='7', l=1383.413818359375, t=2.1067962646484375, w=74.3514404296875, h=185.46435546875, conf=1, state=, frame_nr=3293, det_class=1), Detection(track_id='7', l=1383.9927978515625, t=0.0, w=74.515625, h=185.3157501220703, conf=1, state=, frame_nr=3294, det_class=1), Detection(track_id='7', l=1381.23828125, t=0.0, w=74.3914794921875, h=185.56240844726562, conf=1, state=, frame_nr=3295, det_class=1), Detection(track_id='7', l=1375.34130859375, t=0.0, w=68.0294189453125, h=170.82057189941406, conf=1, state=, frame_nr=3296, det_class=1), Detection(track_id='7', l=1377.630126953125, t=0.0, w=62.1622314453125, h=153.26541137695312, conf=1, state=, frame_nr=3297, det_class=1), Detection(track_id='7', l=1377.28564453125, t=0.0, w=60.074951171875, h=145.32818603515625, conf=1, state=, frame_nr=3298, det_class=1), Detection(track_id='7', l=1374.962890625, t=0.0, w=60.5577392578125, h=145.00042724609375, conf=1, state=, frame_nr=3299, det_class=1), Detection(track_id='7', l=1371.738525390625, t=0.0, w=60.5992431640625, h=142.3328094482422, conf=1, state=, frame_nr=3300, det_class=1)], predictor_history=None, predictions=None, fps=12, source=1)" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tracks[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "from trap.tracker import Smoother\n", + "\n", + "\n", + "smoother = Smoother(12, convolution=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "import cv2\n", + "from matplotlib import pyplot as plt\n", + "from matplotlib.axes import Axes\n", + "import tqdm\n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + " 0%| | 0/4722 [00:00" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "fig = plt.figure(figsize=(20,16))\n", + "ax1, ax2 = fig.subplots(2)\n", + "\n", + "im = cv2.imread(\"../DATASETS/hof3/output.png\")\n", + "ax2.imshow(im)\n", + "ax1.set_aspect(1)\n", + "ax2.set_aspect(1)\n", + "\n", + "\n", + "\n", + "for track in (bar:= tqdm.tqdm(tracks)):\n", + " t = track.get_with_interpolated_history()\n", + " t = smoother.smooth_track(t)\n", + " points = t.get_projected_history(None, camera)\n", + " x, y = points[:,0], points[:,1]\n", + " ax1.plot(x, y, alpha=.2)\n", + " ax1.scatter(x, y, marker='x', alpha=.2)\n", + " l = [d.get_foot_coords()[0] for d in track.history]\n", + " t = [d.get_foot_coords()[1] for d in track.history]\n", + " ax2.plot(l, t, alpha=.2)\n", + " ax2.scatter(l, t, marker='x', alpha=.2)\n", + " # if bar.n > 100:\n", + " # break" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "from trajectron.environment import Environment\n", + "\n", + "from trap.tracker import Smoother\n", + "env = Environment(node_type_list=['PEDESTRIAN'], standardization=None)\n", + "n = 9\n", + "# n = 20\n", + "# n = 21\n", + "# print([d.frame_nr for d in tracks[n].history])\n", + "track = tracks[n].get_with_interpolated_history()\n", + "node_s = smoother.smooth_track(track).to_trajectron_node(camera, env)\n", + "node_o = track.to_trajectron_node(camera, env)\n", + "# print(node.data[:, {'velocity': ['x', 'y']}] * 12)\n", + "\n", + "fig = plt.figure(figsize=(20,16))\n", + "(ax1, ax2), (ax3, ax4), (ax5, ax6) = fig.subplots(3,2)\n", + "\n", + "for i in range(len(track.history)):\n", + " ax1.plot(node_o.data[:, {'position': ['x']}])\n", + " ax1.plot(node_s.data[:, {'position': ['x']}])\n", + " ax2.plot(node_o.data[:, {'position': ['y']}])\n", + " ax2.plot(node_s.data[:, {'position': ['y']}])\n", + " ax3.plot(node_o.data[:, {'velocity': ['x']}])\n", + " ax3.plot(node_s.data[:, {'velocity': ['x']}])\n", + " ax4.plot(node_o.data[:, {'velocity': ['y']}])\n", + " ax4.plot(node_s.data[:, {'velocity': ['y']}])\n", + " ax5.plot(np.linalg.norm(node_o.data[:, {'velocity': ['x', 'y']}], axis=1) * 12)\n", + " ax5.plot(np.linalg.norm(node_s.data[:, {'velocity': ['x', 'y']}], axis=1) * 12)\n", + " \n", + " ax6.plot(np.linalg.norm(node_o.data[:, {'acceleration': ['x', 'y']}], axis=1) * 12)\n", + " ax6.plot(np.linalg.norm(node_s.data[:, {'acceleration': ['x', 'y']}], axis=1) * 12)\n", + " # np.linalg.norm(node.data[:, {'acceleration': ['x', 'y']}], axis=1) * 12\n", + "# node.data[:, {'acceleration': ['x', 'y']}]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}