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blender_amass_crowd_2.ipynb
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{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"provenance": [],
"collapsed_sections": [
"wH5Pk--sdFdc",
"B60rqR-mdGhB"
],
"machine_shape": "hm",
"gpuType": "T4",
"authorship_tag": "ABX9TyPuL5phA9K1Gll7wHrOj0Kl",
"include_colab_link": true
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
},
"language_info": {
"name": "python"
},
"accelerator": "GPU"
},
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/gist/stwind/d24ddc5b6e5d9e55581b26627862bf0e/blender_amass_crowd_2.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "code",
"source": [
"!nvidia-smi --query-gpu=name,memory.total --format=csv,noheader"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "G7ZMn374kxKA",
"outputId": "9cbdcfe0-e552-437c-f4d5-edfcd400d573"
},
"execution_count": 1,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Tesla T4, 15360 MiB\n"
]
}
]
},
{
"cell_type": "markdown",
"source": [
"## Setup"
],
"metadata": {
"id": "ZqLrEF43dC-L"
}
},
{
"cell_type": "markdown",
"source": [
"### Dependencies"
],
"metadata": {
"id": "wH5Pk--sdFdc"
}
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "OpKevdvWdAbu",
"outputId": "02eb243b-3707-4261-ce52-fd931afbe35f"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m62.0/62.0 kB\u001b[0m \u001b[31m210.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m8.6/8.6 MB\u001b[0m \u001b[31m205.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m37.6/37.6 MB\u001b[0m \u001b[31m243.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m708.6/708.6 kB\u001b[0m \u001b[31m350.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m363.4/363.4 MB\u001b[0m \u001b[31m367.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m13.8/13.8 MB\u001b[0m \u001b[31m305.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m24.6/24.6 MB\u001b[0m \u001b[31m299.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m883.7/883.7 kB\u001b[0m \u001b[31m237.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m664.8/664.8 MB\u001b[0m \u001b[31m309.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m211.5/211.5 MB\u001b[0m \u001b[31m325.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m56.3/56.3 MB\u001b[0m \u001b[31m262.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m127.9/127.9 MB\u001b[0m \u001b[31m301.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m207.5/207.5 MB\u001b[0m \u001b[31m332.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m21.1/21.1 MB\u001b[0m \u001b[31m355.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25h\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
"gensim 4.3.3 requires scipy<1.14.0,>=1.7.0, but you have scipy 1.15.2 which is incompatible.\u001b[0m\u001b[31m\n",
"\u001b[0m Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n",
" Getting requirements to build wheel ... \u001b[?25l\u001b[?25hdone\n",
" Preparing metadata (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m377.4/377.4 MB\u001b[0m \u001b[31m4.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25h Building wheel for bl (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n"
]
}
],
"source": [
"!pip install --no-cache-dir -Uq matplotlib pillow scipy einops ffmpeg-python trimesh smplx\n",
"!pip install -q \"git+https://github.com/stwind/bl.git\""
]
},
{
"cell_type": "markdown",
"source": [
"### Commons"
],
"metadata": {
"id": "B60rqR-mdGhB"
}
},
{
"cell_type": "code",
"source": [
"%matplotlib inline\n",
"%config InlineBackend.figure_format = 'retina'\n",
"\n",
"import os\n",
"import math\n",
"import numpy as np\n",
"import matplotlib as mpl\n",
"import matplotlib.pyplot as plt\n",
"import cv2\n",
"import PIL\n",
"import matplotlib.font_manager as fm\n",
"import locale\n",
"from fastprogress import progress_bar\n",
"from einops import rearrange, reduce, repeat, einsum\n",
"\n",
"locale.getpreferredencoding = lambda: \"UTF-8\"\n",
"\n",
"COLORS = {\n",
" \"red\": np.array([0.79215686, 0.14901961, 0.14901961]),\n",
" \"blue\": np.array([0.08683021, 0.41940383, 0.71699529]),\n",
"}\n",
"COLORS.update({f\"gray{k:02d}\": np.array([k,k,k])*.01 for k in np.arange(5,100,5)})\n",
"\n",
"def mpl_theme(gray=COLORS['gray50'], stroke_width=.1, fontsize=7,\n",
" facecolor=COLORS['gray10']):\n",
" ## category20: https://github.com/d3/d3-3.x-api-reference/blob/master/Ordinal-Scales.md#category20\n",
" cat20 = mpl.cycler(color=[\"1f77b4\",\"ff7f0e\",\"2ca02c\",\"d62728\",\"9467bd\",\"8c564b\",\"e377c2\",\"7f7f7f\",\"bcbd22\",\"17becf\",\n",
" \"aec7e8\",\"ffbb78\",\"98df8a\",\"ff9896\",\"c5b0d5\",\"c49c94\",\"f7b6d2\",\"c7c7c7\", \"dbdb8d\", \"9edae5\"])\n",
" return {\n",
" \"font.size\": fontsize,\n",
" \"text.color\": gray,\n",
"\n",
" \"figure.dpi\": 100,\n",
" \"figure.facecolor\": facecolor,\n",
" \"figure.frameon\": False,\n",
" \"figure.figsize\": (5, 3),\n",
" \"figure.titlesize\": \"x-large\",\n",
" \"figure.titleweight\": \"bold\",\n",
" \"figure.constrained_layout.use\": True,\n",
" \"figure.constrained_layout.w_pad\": 0.05,\n",
" \"figure.constrained_layout.h_pad\": 0.05,\n",
" \"figure.constrained_layout.wspace\": 0.03,\n",
" \"figure.constrained_layout.hspace\": 0.03,\n",
"\n",
" \"axes.labelcolor\": gray,\n",
" \"axes.labelpad\": 8,\n",
" \"axes.labelsize\": \"large\",\n",
" \"axes.labelweight\": \"normal\",\n",
" \"axes.spines.left\": False,\n",
" \"axes.spines.bottom\": False,\n",
" \"axes.spines.top\": False,\n",
" \"axes.spines.right\": False,\n",
" \"axes.facecolor\": facecolor,\n",
" \"axes.edgecolor\": gray,\n",
" \"axes.linewidth\": stroke_width,\n",
" \"axes.axisbelow\": True,\n",
" \"axes.xmargin\": 0.02,\n",
" \"axes.ymargin\": 0.02,\n",
" \"axes.zmargin\": 0.02,\n",
" \"axes.prop_cycle\": cat20,\n",
" \"axes.titlepad\": 8,\n",
" \"axes.titlesize\": \"large\",\n",
" \"axes.titleweight\": 500,\n",
" \"axes.grid\": True,\n",
" \"axes.grid.axis\": \"both\",\n",
"\n",
" \"axes3d.grid\": False,\n",
"\n",
" \"ytick.right\": False,\n",
" \"ytick.color\": gray,\n",
" \"ytick.major.width\": stroke_width,\n",
" \"ytick.minor.left\": False,\n",
" \"xtick.minor.visible\": True,\n",
" \"xtick.minor.top\": False,\n",
" \"xtick.minor.bottom\": False,\n",
" \"xtick.color\": gray,\n",
" \"xtick.major.width\": stroke_width,\n",
"\n",
" \"grid.color\": gray,\n",
" \"grid.linewidth\": stroke_width,\n",
" \"grid.linestyle\": \"-\",\n",
" \"legend.fancybox\": False,\n",
" \"legend.edgecolor\": '0.3',\n",
" \"legend.framealpha\": 0.7,\n",
" \"legend.handletextpad\": 0.8,\n",
"\n",
" \"lines.linewidth\": 0.7\n",
" }\n",
"\n",
"def add_mpl_font(fname):\n",
" if fname not in [fe.fname for fe in fm.fontManager.ttflist]:\n",
" fm.fontManager.addfont(fname)\n",
"\n",
"def setup_overpass():\n",
" folder = \"fonts\"\n",
" os.makedirs(folder, exist_ok=True)\n",
" for style in [\"Regular\", \"Italic\", \"SemiBold\", \"SemiBoldItalic\", \"Bold\", \"BoldItalic\"]:\n",
" ttf = f\"Overpass-{style}.ttf\"\n",
" !wget -qc \"https://github.com/RedHatOfficial/Overpass/raw/master/fonts/ttf/{ttf}\" -O \"{folder}/{ttf}\"\n",
" add_mpl_font(f\"{folder}/{ttf}\")\n",
" mpl.rcParams['font.sans-serif'].insert(0, \"Overpass\")\n",
"\n",
"def setup_quicksand():\n",
" folder = \"fonts\"\n",
" os.makedirs(folder, exist_ok=True)\n",
" for style in [\"Bold\", \"Light\", \"Medium\", \"Regular\"]:\n",
" ttf = f\"Quicksand-{style}.ttf\"\n",
" !wget -qc \"https://github.com/andrew-paglinawan/QuicksandFamily/raw/refs/heads/master/fonts/statics/{ttf}\" -O \"{folder}/{ttf}\"\n",
" add_mpl_font(f\"{folder}/{ttf}\")\n",
" mpl.rcParams['font.sans-serif'].insert(0, \"Quicksand\")\n",
"\n",
"# setup_overpass()\n",
"setup_quicksand()\n",
"\n",
"plt.style.use([\"dark_background\", mpl_theme()])"
],
"metadata": {
"id": "Ugrt-gitdHEx"
},
"execution_count": 1,
"outputs": []
},
{
"cell_type": "code",
"source": [
"import sys\n",
"import io\n",
"import bz2\n",
"import ffmpeg\n",
"import requests\n",
"import subprocess\n",
"import IPython.display as ipd\n",
"import ipywidgets as widgets\n",
"from scipy import linalg\n",
"from fastprogress import progress_bar\n",
"from einops import rearrange, reduce, repeat\n",
"from base64 import b64encode\n",
"from zipfile import ZipFile\n",
"from contextlib import contextmanager\n",
"\n",
"class Output(object):\n",
" def __init__(self):\n",
" self.out = widgets.Output()\n",
"\n",
" def display(self):\n",
" display(self.out)\n",
" return self\n",
"\n",
" def clear(self):\n",
" self.out.clear_output()\n",
" return self.out\n",
"\n",
" def close(self):\n",
" return self.out.close()\n",
"\n",
"def to_single_rgb(img):\n",
" img = np.asarray(img)\n",
" if len(img.shape) == 4: # take first frame from animations\n",
" return img[0,:,:,:]\n",
" if len(img.shape) == 2: # convert gray to rgb\n",
" return img[:,:,np.newaxis].repeat(3, 2)\n",
" if img.shape[-1] == 4: # drop alpha\n",
" return img[:,:,:3]\n",
" else:\n",
" return img\n",
"\n",
"def imread(url, size=None, mode=None):\n",
" if url.startswith(('http:', 'https:')):\n",
" resp = requests.get(url)\n",
" if resp.status_code != 200:\n",
" return None\n",
"\n",
" f = io.BytesIO(resp.content)\n",
" else:\n",
" f = url\n",
" img = PIL.Image.open(f)\n",
" if size is not None:\n",
" img.thumbnail((size, size), PIL.Image.Resampling.LANCZOS)\n",
" if mode is not None:\n",
" img = img.convert(mode)\n",
" return img\n",
"\n",
"def imshow(img, fmt='png', retina=True, zoom=None):\n",
" if isinstance(img, str):\n",
" display(ipd.Image(filename=img, retina=retina))\n",
" return\n",
"\n",
" if len(img.shape) == 3 and img.shape[-1] == 1:\n",
" img = img.squeeze()\n",
" if img.dtype == np.float32:\n",
" img = img * 255.0\n",
" img = np.uint8(img.clip(0, 255))\n",
" if fmt in ('jpeg', 'jpg'):\n",
" img = to_single_rgb(img)\n",
"\n",
" image = PIL.Image.fromarray(img)\n",
" height, width = img.shape[:2]\n",
" if zoom is not None:\n",
" width *= zoom\n",
" height *= zoom\n",
" retina = zoom == 1\n",
" if zoom < 1:\n",
" image.resize((int(width), int(height)))\n",
"\n",
" data = io.BytesIO()\n",
" image.save(data, fmt)\n",
" display(ipd.Image(data=data.getvalue(),width=width, height=height,retina=retina))\n",
"\n",
"def find_rectangle(n, ratio=1):\n",
" ny = int((n / ratio) ** .5)\n",
" return ny, math.ceil(n / ny)\n",
"\n",
"def make_mosaic(imgs, nx=None, ny=None, gap=0):\n",
" n, h, w = imgs.shape[:3]\n",
" has_channels = len(imgs.shape) > 3\n",
"\n",
" if nx is None and ny is None:\n",
" ny, nx = find_rectangle(n)\n",
" elif ny is None:\n",
" ny = math.ceil(n / nx)\n",
" elif nx is None:\n",
" nx = math.ceil(n / ny)\n",
"\n",
" sh, sw = h + gap, w + gap\n",
" shape = (ny * sh - gap, nx * sw - gap)\n",
" if has_channels:\n",
" shape += (imgs.shape[-1],)\n",
"\n",
" canvas = np.zeros(shape, dtype=imgs.dtype)\n",
" for i, x in enumerate(imgs):\n",
" iy, ix = divmod(i, nx)\n",
" canvas[iy * sh:iy * sh + h, ix * sw:ix * sw + w] = x\n",
" return canvas\n",
"\n",
"def ffprobe_video(path):\n",
" probe = ffmpeg.probe(path)\n",
" return next(s for s in probe['streams'] if s['codec_type'] == 'video')\n",
"\n",
"def read_frame(path, frame_no):\n",
" cap = cv2.VideoCapture(path)\n",
" cap.set(cv2.CAP_PROP_POS_FRAMES, frame_no)\n",
" ret, frame = cap.read()\n",
" if not ret:\n",
" raise RuntimeError(f\"Faild reading frame {frame_no} from {path}\")\n",
" return cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)\n",
"\n",
"def read_frames(path, start=0, num=None):\n",
" cap = cv2.VideoCapture(path)\n",
" n_frames = num or int(cap.get(cv2.CAP_PROP_FRAME_COUNT))\n",
" cap.set(cv2.CAP_PROP_POS_FRAMES, start)\n",
" for i in range(n_frames):\n",
" ret, frame = cap.read()\n",
" if not ret:\n",
" raise RuntimeError(f\"Faild reading frame {i} from {path}\")\n",
" yield cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)\n",
"\n",
"def read_video_frames(path):\n",
" info = ffprobe_video(path)\n",
" out, _ = ffmpeg.input(path).output('pipe:', format='rawvideo', pix_fmt='rgb24').run(capture_stdout=True)\n",
" return np.frombuffer(out, np.uint8).reshape([-1, info['height'], info['width'], 3])\n",
"\n",
"def show_video(path):\n",
" vcap = cv2.VideoCapture(path)\n",
" width = int(vcap.get(cv2.CAP_PROP_FRAME_WIDTH))\n",
" with open(path, \"r+b\") as f:\n",
" url = f\"data:video/mp4;base64,{b64encode(f.read()).decode()}\"\n",
" return ipd.HTML(f\"\"\"<video autoplay=\"autoplay\" width={width} controls loop><source src=\"{url}\"></video>\"\"\")\n",
"\n",
"def write_video(frames, size, path=\"__temp__.mp4\", fps=30,\n",
" preset=\"veryfast\", args=[]):\n",
" height, width = size\n",
" command = ['ffmpeg','-v','error','-f','rawvideo','-vcodec','rawvideo',\n",
" '-pix_fmt','rgb24','-s',f'{width}x{height}','-r', f'{fps}',\n",
" '-i', '-',\n",
" \"-movflags\", \"+faststart\", \"-preset\", preset,\n",
" \"-g\", \"30\", \"-bf\",\"2\",\"-c:v\", \"libx264\",\"-profile:v\", \"high\",\n",
" '-an', '-vcodec','h264','-pix_fmt','yuv420p', *args, '-y', path]\n",
" with subprocess.Popen(command, stdin=subprocess.PIPE, stderr=subprocess.PIPE) as proc:\n",
" with proc.stdin as stdin:\n",
" for image in frames:\n",
" data = image.tobytes()\n",
" if stdin.write(data) != len(data):\n",
" proc.wait()\n",
" stderr = proc.stderr\n",
" assert stderr is not None\n",
" s = stderr.read().decode()\n",
" raise RuntimeError(f\"Error writing '{path}': {s}\")\n",
" return path\n",
"\n",
"def read_video(path):\n",
" command = ['ffmpeg','-v','error','-nostdin','-i',path,'-vcodec','rawvideo',\n",
" '-f','image2pipe','-pix_fmt','rgb24','-vsync','vfr','-']\n",
"\n",
" info = ffprobe_video(path)\n",
" num_bytes = info['height'] * info['width'] * 3 * np.dtype(np.uint8).itemsize\n",
" with subprocess.Popen(command, stdout=subprocess.PIPE, stderr=subprocess.PIPE) as proc:\n",
" stdout = proc.stdout\n",
" assert stdout is not None\n",
" data = stdout.read(num_bytes)\n",
" while data is not None and len(data) == num_bytes:\n",
" image = np.frombuffer(data, dtype=np.uint8)\n",
" yield image.reshape(info['height'], info['width'], 3)\n",
" data = stdout.read(num_bytes)\n",
"\n",
"def sdiv(a, b, nan=0, posinf=0, neginf=0):\n",
" return np.nan_to_num(a / b, nan=nan, posinf=posinf, neginf=neginf)\n",
"\n",
"def topk(x, n):\n",
" return np.argpartition(x, -n)[-n:]\n",
"\n",
"def norm(a, b, x, **kw):\n",
" return sdiv(x - a, b - a, **kw)\n",
"\n",
"def norm_v(x, **kw):\n",
" a, b = x.min(), x.max()\n",
" return sdiv(x - a, b - a, **kw)\n",
"\n",
"def normalize(x, keepdims=True, axis=-1, **kw):\n",
" return sdiv(x, np.linalg.norm(x, keepdims=keepdims, axis=axis), **kw)\n",
"\n",
"def nudge(x, v=0, eps=1e-12):\n",
" return np.where(np.isclose(np.abs(x), v, atol=eps), np.where(x - v >= 0, eps, -eps), x)\n",
"\n",
"def linspace_m(start, stop, n):\n",
" return np.linspace(start, stop, n, endpoint=False) + (stop - start) * .5 / n\n",
"\n",
"def indices_m(dims, shape, dtype=\"u4\"):\n",
" return tuple(np.meshgrid(*[np.round(linspace_m(0, d, s)).astype(dtype)\n",
" for d, s in zip(dims, shape)],\n",
" indexing='ij'))\n",
"\n",
"def saturate(x):\n",
" return np.clip(x, 0, 1)\n",
"\n",
"def lerp(a, b, t):\n",
" return a * (1.0 - t) + b * t\n",
"\n",
"def step(v, x):\n",
" return np.where(x < v, 0, 1)\n",
"\n",
"def window(x, a, b):\n",
" return step(a, x) * step(x, b)\n",
"\n",
"def satnorm(x, a, b):\n",
" return saturate(norm(x, a, b))\n",
"\n",
"def smoothstep(x):\n",
" return x * x * (3 - 2 * x)\n",
"\n",
"def smootherstep(x):\n",
" return x * x * x * (x * (x * 6 - 15) + 10)\n",
"\n",
"def cubic(a, b, c, d, t):\n",
" \"\"\"https://www.desmos.com/calculator/waof4r6avv\"\"\"\n",
" s = 1. - t\n",
" return s * s * (s * a + 3 * t * b) + t * t * (3 * s * c + t * d)\n",
"\n",
"def plt_show(pin=mpl.rcParams['savefig.pad_inches']):\n",
" with plt.rc_context({'savefig.pad_inches': pin}):\n",
" plt.show()\n",
"\n",
"def fig_image(fig=None, transparent=False, bbox_inches=None,\n",
" dpi=mpl.rcParams[\"figure.dpi\"]*2):\n",
" fig = fig or plt.gcf()\n",
"\n",
" buf = io.BytesIO()\n",
" fig.savefig(buf, format=\"png\", pad_inches=0, bbox_inches=bbox_inches,\n",
" facecolor=fig.get_facecolor(), dpi=dpi,transparent=transparent)\n",
" buf.seek(0)\n",
" data = np.frombuffer(buf.getvalue(), dtype=np.uint8)\n",
" buf.close()\n",
" plt.close(fig)\n",
"\n",
" code = cv2.COLOR_BGRA2RGBA if transparent else cv2.COLOR_BGR2RGB\n",
" return cv2.cvtColor(cv2.imdecode(data, cv2.IMREAD_UNCHANGED), code)\n",
"\n",
"def plt_savefig(name, pad_inches=mpl.rcParams['savefig.pad_inches'],\n",
" bbox_inches=0,facecolor='auto',\n",
" dpi=mpl.rcParams[\"figure.dpi\"]*2,close=True,**kw):\n",
" plt.savefig(name,\n",
" pad_inches=pad_inches,\n",
" bbox_inches=bbox_inches,\n",
" facecolor=facecolor,\n",
" dpi=dpi,**kw)\n",
" if close:\n",
" plt.close()\n",
"\n",
"class Flex(object):\n",
" def __init__(self, ratios, gap, size=None):\n",
" n, s = len(ratios), sum(ratios)\n",
" self.ratios = ratios\n",
" self.gap = gap\n",
" space = gap * n / s if size is None else gap * n / (size - gap * (n - 1))\n",
" self.h = dict(nrows=1, ncols=n, width_ratios=ratios, wspace=space)\n",
" self.v = dict(nrows=n, ncols=1, height_ratios=ratios, hspace=space)\n",
" self.size = s + gap * (n - 1) if size is None else size\n",
"\n",
"def ax_frame(ax):\n",
" ax.spines[[\"left\",\"right\",\"bottom\",\"top\"]].set_visible(True)\n",
" ax.grid(False)\n",
" ax.set(xticks=[],yticks=[])\n",
"\n",
"def ax_frames(axs):\n",
" for ax in axs.flat: ax_frame(ax)\n",
"\n",
"def ax_lim(mn, mx, ax=None, margin=.1):\n",
" ax = ax or plt.gca()\n",
" ax.set_xlim(mn[0], mx[0])\n",
" ax.set_ylim(mn[1], mx[1])\n",
" if len(mn) > 2:\n",
" ax.set_zlim(mn[2], mx[2])\n",
"\n",
"def ax_spines(sides=[\"left\",\"right\",\"bottom\",\"top\"], ax=None, **kw):\n",
" ax = ax or plt.gca()\n",
" ax.spines[sides].set(**kw)\n",
"\n",
"def lowess(x, y, f=2. / 3., iter=3):\n",
" \"\"\"https://gist.github.com/agramfort/850437\n",
" lowess(x, y, f=2./3., iter=3) -> yest\n",
" Lowess smoother: Robust locally weighted regression.\n",
" The lowess function fits a nonparametric regression curve to a scatterplot.\n",
" The arrays x and y contain an equal number of elements; each pair\n",
" (x[i], y[i]) defines a data point in the scatterplot. The function returns\n",
" the estimated (smooth) values of y.\n",
" The smoothing span is given by f. A larger value for f will result in a\n",
" smoother curve. The number of robustifying iterations is given by iter. The\n",
" function will run faster with a smaller number of iterations.\n",
" \"\"\"\n",
" n = len(x)\n",
" r = int(math.ceil(f * n))\n",
" h = [np.sort(np.abs(x - x[i]))[r] for i in range(n)]\n",
" w = np.clip(np.abs((x[:, None] - x[None, :]) / h), 0.0, 1.0)\n",
" w = (1 - w ** 3) ** 3\n",
" yest = np.zeros(n)\n",
" delta = np.ones(n)\n",
" for iteration in range(iter):\n",
" for i in range(n):\n",
" weights = delta * w[:, i]\n",
" b = np.array([np.sum(weights * y), np.sum(weights * y * x)])\n",
" A = np.array([[np.sum(weights), np.sum(weights * x)],\n",
" [np.sum(weights * x), np.sum(weights * x * x)]])\n",
" beta = linalg.solve(A, b)\n",
" yest[i] = beta[0] + beta[1] * x[i]\n",
"\n",
" residuals = y - yest\n",
" s = np.median(np.abs(residuals))\n",
" delta = np.clip(residuals / (6.0 * s), -1, 1)\n",
" delta = (1 - delta ** 2) ** 2\n",
"\n",
" return yest\n",
"\n",
"def plot_metrics(metrics, groups=None, title=\"Metrics\", lowess=False):\n",
" groups = groups or [list(metrics.keys())]\n",
" n = len(groups)\n",
" ny = math.ceil(n / 2)\n",
" fig = plt.figure(figsize=(8 if n > 1 else 4, 2 * ny))\n",
"\n",
" for i, group in enumerate(groups, 1):\n",
" ax = fig.add_subplot(ny, 2 if n > 1 else 1, i)\n",
" for k in group:\n",
" x, y = np.arange(len(metrics[k])), metrics[k]\n",
" alpha = max(0.3, min(1, (1000 - len(x)) / 1000))\n",
" ax.plot(x, y, alpha=alpha, label=k, marker='.', markeredgewidth=0,lw=.5,ms=5)\n",
" if np.any(np.min(y) - y[0] > (np.max(y) - np.min(y)) * 0.01):\n",
" ax.set_ylim(np.min(y), y[0])\n",
" if lowess and len(y) >= 9:\n",
" ax.plot(x, lowess(x, y, f=0.25, iter=3), linestyle='-', alpha=0.8, label=k + \".lowess\", lw=2)\n",
" ax.legend(loc='lower left')\n",
" ax.grid(axis='x')\n",
"\n",
" fig.suptitle(title)\n",
" plt.show()\n",
"\n",
"def plot_tfevents_vals(vals, groups=None, **kwargs):\n",
" groups = groups or [vals.keys()]\n",
" keys = {k for g in groups for k in g}\n",
" metrics = {k: np.array([v.value for v in vs]) for k, vs in vals.items() if k in keys}\n",
" keys1 = set(metrics.keys())\n",
" groups1 = list(filter(None, [[k for k in g if k in keys1] for g in groups]))\n",
" plot_metrics(metrics, groups=groups1, **kwargs)\n",
"\n",
"\n",
"def sph2cart(sph):\n",
" az, el, r = rearrange(sph, \"... d -> d ...\")\n",
" c = np.cos(el)\n",
" return rearrange(np.stack((c * np.cos(az), c * np.sin(az), np.sin(el)) * r), \"d ... -> ... d\")\n",
"\n",
"def cart2sph(cart):\n",
" x, y, z = cart[...,0], cart[...,1], cart[...,2]\n",
" az, el = np.arctan2(y, x), np.arctan2(z, np.hypot(x, y))\n",
" r = np.sqrt(x ** 2 + y ** 2 + z ** 2)\n",
" return np.column_stack((az, el, r))\n",
"\n",
"def iter_batch(xs, bs, drop_last=True):\n",
" n = len(xs) // bs\n",
" for i in range(n):\n",
" yield xs[i*bs:(i+1)*bs]\n",
" if not drop_last:\n",
" yield xs[n*bs:]\n",
"\n",
"@contextmanager\n",
"def stdout_redirected(to=os.devnull):\n",
" '''\n",
" https://blender.stackexchange.com/a/270199\n",
" '''\n",
" fd = sys.stdout.fileno()\n",
"\n",
" ##### assert that Python and C stdio write using the same file descriptor\n",
" ####assert libc.fileno(ctypes.c_void_p.in_dll(libc, \"stdout\")) == fd == 1\n",
"\n",
" def _redirect_stdout(to):\n",
" sys.stdout.close() # + implicit flush()\n",
" os.dup2(to.fileno(), fd) # fd writes to 'to' file\n",
" sys.stdout = os.fdopen(fd, 'w') # Python writes to fd\n",
"\n",
" with os.fdopen(os.dup(fd), 'w') as old:\n",
" with open(to, 'w') as f:\n",
" _redirect_stdout(to=f)\n",
" try:\n",
" yield # allow code to be run with the redirected stdout\n",
" finally:\n",
" _redirect_stdout(to=old) # restore stdout. buffering and flags such as CLOEXEC may be different\n",
"\n",
"def unpack_bz2(src_path):\n",
" data = bz2.BZ2File(src_path).read()\n",
" dst_path = src_path[:-4]\n",
" with open(dst_path, 'wb') as fp:\n",
" fp.write(data)\n",
" return dst_path\n",
"\n",
"def make_zip(files, target, filename=os.path.basename):\n",
" with ZipFile(target, 'w') as f:\n",
" for p in files:\n",
" f.write(p, filename(p))\n",
" return target"
],
"metadata": {
"id": "B5CPgSe7dIC3"
},
"execution_count": 2,
"outputs": []
},
{
"cell_type": "markdown",
"source": [
"## Prepare"
],
"metadata": {
"id": "7cJFGkO1dJM7"
}
},
{
"cell_type": "code",
"source": [
"import smplx\n",
"import torch\n",
"import trimesh\n",
"from mpl_toolkits.mplot3d.art3d import Poly3DCollection, Line3DCollection\n",
"from scipy.signal import argrelmin, argrelmax, windows, convolve\n",
"\n",
"def comp_dims(ndim, axis):\n",
" return tuple(i for i in range(ndim) if i not in (axis, ndim + axis))\n",
"\n",
"def m44_translation(t):\n",
" m = np.eye(4, dtype=t.dtype)\n",
" m[:3,3] = t\n",
" return m\n",
"\n",
"def m44_scale_n(n, dtype=\"f4\"):\n",
" m = np.eye(4, dtype=dtype)\n",
" m[:3,:3] *= n\n",
" return m\n",
"\n",
"def homo_coord(v):\n",
" pad = [(0,0) for _ in range(v.ndim-1)] + [(0,1)]\n",
" return np.pad(v, pad, constant_values=1)\n",
"\n",
"def m44_mulv3(m, v):\n",
" return einsum(m, homo_coord(v), \"i j,... j->... i\")[...,:3]\n",
"\n",
"def norm_scale_mat(v, axis=-1):\n",
" return m44_scale_n(1. / np.linalg.norm(v, axis=axis).max())\n",
"\n",
"def norm_mat(v, axis=-1):\n",
" t = -v.mean(comp_dims(v.ndim, axis))\n",
" return norm_scale_mat(v + t, axis=axis) @ m44_translation(t)\n",
"\n",
"def ax_box2(mn, mx, ax=None):\n",
" ax = ax or plt.gca()\n",
" ax.set(xlim=(mn[0],mx[0]),ylim=(mn[1],mx[1]),box_aspect=1)\n",
"\n",
"def ax_box3(mn, mx, ax=None):\n",
" ax = ax or plt.gca()\n",
" ax.set(xlim=(mn[0],mx[0]),\n",
" ylim=(mn[1],mx[1]),\n",
" zlim=(mn[2],mx[2]),\n",
" box_aspect=mx-mn)\n",
"\n",
"def ax_panes3(ax=None):\n",
" ax = ax or plt.gca()\n",
" ax.xaxis.pane.set(fc=(.2,.2,.2,.5),lw=0)\n",
" ax.yaxis.pane.set(fc=(.25,.25,.25,.5),lw=0)\n",
" ax.zaxis.pane.set(fc=(.3,.3,.3,.5),lw=0)\n",
"\n",
"def ax_poly(verts, ax=None, **kw):\n",
" ax = ax or plt.gca()\n",
" ax.add_collection(mpl.collections.PolyCollection(verts, **kw))\n",
"\n",
"def ax_line3d(lines, ax=None, **kw):\n",
" ax = ax or plt.gca()\n",
" return ax.add_collection(Line3DCollection(lines, **kw))\n",
"\n",
"def ax_poly3d(verts, ax=None, **kw):\n",
" ax = ax or plt.gca()\n",
" return ax.add_collection(Poly3DCollection(verts, **kw))\n",
"\n",
"def ax_scatter(pts, ax=None, **kw):\n",
" ax = ax or plt.gca()\n",
" return ax.scatter(*[pts[...,i] for i in range(pts.shape[-1])], **kw)\n",
"\n",
"def ax_rects(rects, ax=None, **kw):\n",
" h = rects[:,2:] * .5\n",
" a, b = rects[:,:2] - h, rects[:,:2] + h\n",
" verts = np.stack((a,np.c_[a[:,0],b[:,1]],b,np.c_[b[:,0],a[:,1]]),1)\n",
" ax_poly(verts, ax=ax, **kw)\n",
"\n",
"def amass_forward(model, data, start=0, end=None, bs=128):\n",
" s = start\n",
" e = end or int(data['mocap_frame_rate']*data[\"mocap_time_length\"])\n",
"\n",
" vertices, joints = [], []\n",
" with torch.inference_mode():\n",
" for i in range(math.ceil((e - s) / bs)):\n",
" a, b = s + i * bs, min(s + (i + 1) * bs, e)\n",
" output = model(betas=torch.FloatTensor(repeat(data['betas'][:model.num_betas],\"...->n ...\",n=b - a)),\n",
" transl=torch.FloatTensor(data[\"trans\"][a:b]),\n",
" expression=repeat(model.expression,\"m ...->(m n) ...\",n=b-a),\n",
" global_orient=torch.FloatTensor(data['root_orient'][a:b]),\n",
" body_pose=torch.FloatTensor(data['pose_body'][a:b]),\n",
" jaw_pose=torch.FloatTensor(data['pose_jaw'][a:b]),\n",
" leye_pose=torch.FloatTensor(data['pose_eye'][a:b,:3]),\n",
" reye_pose=torch.FloatTensor(data['pose_eye'][a:b,3:]),\n",
" left_hand_pose=torch.FloatTensor(data['pose_hand'][a:b,:45]),\n",
" right_hand_pose=torch.FloatTensor(data['pose_hand'][a:b,45:]),\n",
" return_verts=True)\n",
" vertices.append(output.vertices.numpy())\n",
" joints.append(output.joints.numpy())\n",
" return np.concatenate(vertices), np.concatenate(joints)\n",
"\n",
"def init_joint(model, data):\n",
" with torch.inference_mode():\n",
" output = model(betas=torch.FloatTensor(data['betas'][None,:model.num_betas]),\n",
" transl=torch.FloatTensor(data[\"trans\"][:1]),\n",
" global_orient=torch.FloatTensor(data['root_orient'][:1]))\n",
" return output.joints.numpy()[0]\n",
"\n",
"def get_salients(joints, j_init, wsize=121):\n",
" d = np.linalg.norm(joints[1:] - joints[:1],axis=-1).mean(-1)\n",
" win = windows.hann(wsize)\n",
" d = convolve(d, win / win.sum(), mode='same')\n",
"\n",
" idxs = np.sort(np.r_[argrelmax(d)[0], argrelmin(d)[0]])\n",
"\n",
" d_mean = np.linalg.norm(joints[idxs]-j_init,axis=-1).mean(-1)\n",
" return d, idxs[np.argmax(d_mean > .1).clip(0):]\n",
"\n",
"def xy_rects(verts):\n",
" pts = verts[...,:2]\n",
" mn, mx = pts.min(1), pts.max(1)\n",
" return np.concatenate((lerp(mn, mx, .5), mx-mn),-1)\n",
"\n",
"def rect_points(rects):\n",
" cx, cy = rects[:,0], rects[:,1]\n",
" hw, hh = rects[:,2] * .5, rects[:,3] * .5\n",
" return np.c_[cx - hw, cx + hw, cy - hh, cy + hh]\n",
"\n",
"def rect_intersect(pts):\n",
" l, r, b, t = pts.take(0,-1),pts.take(1,-1),pts.take(2,-1),pts.take(3,-1)\n",
" isec = ~((r[:,None] < l[None]) |\n",
" (l[:,None] > r[None]) |\n",
" (b[:,None] > t[None]) |\n",
" (t[:,None] < b[None]))\n",
" idx = np.arange(len(pts))\n",
" isec[idx,idx] = False\n",
" return isec\n",
"\n",
"def rect_remove_overlaps(rects, n_iter=1000):\n",
" r_0 = rects.copy()\n",
" for _ in range(n_iter):\n",
" pts = rect_points(r_0)\n",
" isec = rect_intersect(pts)\n",
" xranks, yranks = np.argsort(r_0[:,0]), np.argsort(r_0[:,1])\n",
" l, r, b, t = pts.take(0,-1),pts.take(1,-1),pts.take(2,-1),pts.take(3,-1)\n",
"\n",
" r_1 = r_0.copy()\n",
" for i in np.random.permutation(len(r_0)):\n",
" p1 = np.argwhere(isec[i]).squeeze()\n",
" p0 = np.full_like(p1, i)\n",
" xr0, yr0, xr1, yr1 = xranks[p0], yranks[p0], xranks[p1], yranks[p1]\n",
" order_x, order_y = xr0 < xr1, yr0 < yr1\n",
" osize_x = np.where(order_x, np.abs(l[p1] - r[p0]), np.abs(l[p0] - r[p1]))\n",
" osize_y = np.where(order_y, np.abs(b[p1] - t[p0]), np.abs(b[p0] - t[p1]))\n",
" order_size = osize_x < osize_y\n",
" off = np.where(order_size[...,None],\n",
" np.c_[osize_x, np.zeros_like(osize_x)],\n",
" np.c_[np.zeros_like(osize_y), osize_y]) * .5\n",
" sgn = np.where(order_size, np.where(order_x, -1, 1), np.where(order_y, -1, 1))[...,None]\n",
" r_1[p0,:2] = r_0[p0,:2] + sgn * off\n",
" r_1[p1,:2] = r_0[p1,:2] - sgn * off\n",
"\n",
" r_0 = r_1\n",
" return r_0[:,:2] - rects[:,:2]\n",
"\n",
"def decluster(verts, jnts, n_iter):\n",
" rects = xy_rects(verts)\n",
"\n",
" off = rect_remove_overlaps(rects, n_iter)\n",
" rects1 = np.c_[rects[:,:2] + off, rects[:,2:]]\n",
"\n",
" rects1[:,:2] -= lerp(rects1[:,:2].min(0), rects1[:,:2].max(0), .5)\n",
"\n",
" mi = np.linalg.norm(rects1[:,:2],axis=-1).argmin()\n",
" rects1[:,:2] -= rects1[mi,:2]\n",
"\n",
" off = np.pad(rects1[:,:2]-rects[:,:2],[(0,0),(0,1)])[:,None]\n",
" return verts + off, jnts + off, rects1, mi\n",
"\n",
"def face_orient_xy(joint):\n",
" face = joint[22:25,:2]\n",
" v = normalize(lerp(face[1],face[2],.5) - face[0])\n",
" return np.arctan2(v[1],v[0])\n",
"\n",
"def as_segments(pts):\n",
" return rearrange([pts[:,:-1],pts[:,1:]],\"k n m ...->n m k ...\")\n",
"\n",
"def closed(pts, axis=0):\n",
" tail = np.expand_dims(pts.take(0,axis),axis=axis)\n",
" return np.concatenate((pts,tail),axis)\n",
"\n",
"def body_lines(joints, parents):\n",
" return np.stack((joints[:,1:55], joints[:,parents[1:]]),2)\n",
"\n",
"def face_lines(joints):\n",
" eb_l, eb_r = joints[:,76:81], joints[:,81:86]\n",
" nose_1, nose_2 = joints[:,86:90], joints[:,90:95]\n",
" nose_3, nose_4 = joints[:,89:91], joints[:,[89,94]]\n",
" eye_l, eye_r = closed(joints[:,95:101],1), closed(joints[:,101:107],1)\n",
" lip_1, lip_2 = closed(joints[:,107:119],1), closed(joints[:,119:127],1)\n",
" cntr = joints[:,127:]\n",
" segs = [as_segments(l) for l in [eb_l,eb_r,nose_1,nose_2,nose_3,nose_4,eye_l,eye_r,lip_1,lip_2,cntr]]\n",
" return np.concatenate(segs, 1)\n",
"\n",
"def finger_lines(joints):\n",
" left = rearrange([joints[:,[54,42,45,51,48]], joints[:,71:76]],\"k n m ...->n m k ...\")\n",
" right = rearrange([joints[:,[39,27,30,36,33]], joints[:,66:71]],\"k n m ...->n m k ...\")\n",
" return np.concatenate((left,right), 1)"
],
"metadata": {
"id": "stXAs9uqdNHU"
},
"execution_count": 5,
"outputs": []
},
{
"cell_type": "code",
"source": [
"from google.colab import drive\n",
"drive.mount('/content/gdrive')\n",
"\n",
"root = \"/content/gdrive/MyDrive/human\""
],
"metadata": {
"id": "hEQPPkwFp-GU",
"outputId": "1e1a1fc6-9927-4042-9efd-9e62aade3313",
"colab": {
"base_uri": "https://localhost:8080/"
}
},
"execution_count": 4,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Mounted at /content/gdrive\n"
]
}
]
},
{
"cell_type": "code",
"source": [
"model = smplx.create(f\"{root}/SMPLX_FEMALE.npz\", \"smplx\",\n",
" use_pca=False, flat_hand_mean=True, use_face_contour=True,gender='female')"
],
"metadata": {
"id": "FNNqQYK3eYtf"
},
"execution_count": 6,
"outputs": []
},
{
"cell_type": "code",
"source": [
"name = \"Andria_Afraid_v2_C3D\"\n",
"data = np.load(f\"{root}/{name}_stageii.npz\",allow_pickle=True)\n",
"vertices, joints = amass_forward(model, data)"
],
"metadata": {
"id": "--k1Sbg0eu_k"
},
"execution_count": 7,
"outputs": []
},
{
"cell_type": "code",
"source": [
"fig = plt.figure(figsize=(6,3))\n",
"\n",
"ax = fig.add_subplot(1,2,1,projection='3d', proj_type=\"ortho\")\n",
"ax_line3d(body_lines(joints, model.parents)[0],lw=.2)\n",
"ax_scatter(joints[0,:1],s=30,lw=0,c='tab:green',label=\"root\")\n",
"ax_scatter(joints[0,1:22],s=10,lw=0,c='tab:olive',label=\"body\")\n",
"ax_scatter(joints[0,[7,8]],s=30,lw=0,c='tab:red',label=\"body\")\n",
"ax_scatter(joints[0,22:25],s=20,lw=0,c='tab:blue',label=\"face\")\n",
"ax_scatter(joints[0,25:55],s=5,lw=0,c='tab:cyan',label=\"hands\")\n",
"ax_scatter(joints[0,60:66],s=8,lw=0,c='tab:cyan',label=\"foot\")\n",
"ax_scatter(joints[0,[62,65]],s=8,lw=0,c='tab:cyan',label=\"foot\")\n",
"ax_scatter(joints[0,55:60],s=8,lw=0,c='tab:red',label=\"head\")\n",
"ax_scatter(joints[0,66:76],s=8,lw=0,c='tab:red',label=\"fingers\")\n",
"ax_scatter(joints[0,76:],s=2,lw=0,c='tab:orange',label=\"landmarks\")\n",
"ax_box3(joints[0].min(0), joints[0].max(0))\n",
"ax_panes3()\n",
"ax.view_init(elev=10, azim=-70)\n",
"ax.set(xticks=[],yticks=[],zticks=[])\n",
"ax.legend()\n",
"\n",
"ax = fig.add_subplot(1,2,2,projection='3d', proj_type=\"ortho\")\n",
"ax_line3d(body_lines(joints, model.parents)[0],lw=.2)\n",
"ax_line3d(finger_lines(joints)[0],lw=.2)\n",
"ax_line3d(face_lines(joints)[0],lw=.2)\n",
"ax_box3(joints[0].min(0), joints[0].max(0))\n",
"ax_panes3()\n",
"ax.view_init(elev=10, azim=-70)\n",
"ax.set(xticks=[],yticks=[],zticks=[])\n",
"\n",
"plt.show()"
],
"metadata": {
"id": "oaSBiPpuqzTY",
"outputId": "cc3837e8-42f6-47fd-8650-b5f1922bbc83",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 326
}
},
"execution_count": 8,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 600x300 with 2 Axes>"
],
"image/png": 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},
"metadata": {
"image/png": {
"width": 609,
"height": 309
}
}
}
]
},
{
"cell_type": "code",
"source": [
"d, idxs = get_salients(joints, init_joint(model, data))\n",
"\n",
"fig = plt.figure()\n",
"ax = fig.add_subplot()\n",
"ax.plot(d,c='gainsboro',lw=.5,alpha=.8)\n",
"ax.plot(idxs, d[idxs], '.', c='tab:red', lw=0,alpha=.5)\n",
"plt.show()"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 326
},
"id": "xtt5mcBZfDuj",
"outputId": "29139ef0-9aa2-41a9-b746-b4bcf6dd3f25"
},
"execution_count": 9,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 500x300 with 1 Axes>"
],
"image/png": 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\n"
},
"metadata": {
"image/png": {
"width": 509,
"height": 309
}
}
}
]
},
{
"cell_type": "code",
"source": [
"verts, jnts = vertices[idxs], joints[idxs]"
],
"metadata": {
"id": "2Z61o1S4fHop"
},
"execution_count": 10,
"outputs": []
},
{
"cell_type": "code",
"source": [
"fig = plt.figure(figsize=(6,3))\n",
"\n",
"ax = fig.add_subplot(1,2,1,projection='3d', proj_type=\"ortho\")\n",
"ax_line3d(body_lines(jnts, model.parents).reshape(-1,2,3), lw=.3, ec='tab:red', alpha=.4)\n",
"ax_line3d(rearrange([joints[:-1],joints[1:]],\"k n v ...->(n v) k ...\"), ax=ax, lw=.1, alpha=.1)\n",
"ax_box3(joints.min((0,1)), joints.max((0,1)))\n",
"ax_panes3()\n",
"ax.view_init(elev=20, azim=-35)\n",
"ax.set(xticks=[],yticks=[],zticks=[])\n",
"\n",
"ax = fig.add_subplot(1,2,2,projection='3d', proj_type=\"ortho\")\n",
"for i in range(len(idxs)):\n",
" ax_poly3d(verts[i,model.faces],alpha=.1,ec=(.8,.8,.8,.2),fc=(0,0,0,0),lw=.1)\n",
"ax_line3d(body_lines(jnts, model.parents).reshape(-1,2,3), lw=.3, ec='tab:red', alpha=.4)\n",
"ax_box3(verts.min((0,1)), verts.max((0,1)))\n",
"ax_panes3()\n",
"ax.view_init(elev=20, azim=-35)\n",
"ax.set(xticks=[],yticks=[],zticks=[])\n",
"\n",
"plt_show(0)"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 306
},
"id": "as7lhZY4fKok",
"outputId": "b8b95576-09e9-462e-997d-3a31d48f808c"
},
"execution_count": 15,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 600x300 with 2 Axes>"
],
"image/png": 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\n"
},
"metadata": {
"image/png": {
"width": 590,
"height": 289
}
}
}
]
},
{
"cell_type": "code",
"source": [
"verts1, jnts1, rects1, mi = decluster(verts, jnts, int(idxs.shape[0] * 4))\n",
"\n",
"fig = plt.figure()\n",
"ax = fig.add_subplot()\n",
"ax_rects(rects1,fc='none',lw=.2,ec='gainsboro')\n",
"ax_scatter(jnts1[:,0,:2],s=3,lw=0,c='tab:red')\n",
"mn, mx = rects1[:,:2].min(0) * 1.2, rects1[:,:2].max(0) * 1.2\n",
"ax.set(xlim=(mn[0],mx[0]),ylim=(mn[1],mx[1]),box_aspect=1)\n",
"plt_show()"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 326
},
"id": "_oAKKg2PfK49",
"outputId": "996617a7-771a-426e-9b0a-58d0647713f8"
},
"execution_count": 16,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 500x300 with 1 Axes>"
],
"image/png": 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\n"
},
"metadata": {
"image/png": {
"width": 311,
"height": 309
}
}
}
]
},
{
"cell_type": "code",
"source": [
"nmat = norm_scale_mat(verts1)\n",
"verts2, jnts2 = m44_mulv3(nmat, verts1), m44_mulv3(nmat, jnts1)"
],
"metadata": {
"id": "Qmenpp1BiOHH"
},
"execution_count": 17,
"outputs": []
},
{
"cell_type": "code",
"source": [
"fig = plt.figure(figsize=(4,4))\n",
"\n",
"ax = fig.add_subplot(projection='3d', proj_type=\"ortho\")\n",
"for i in range(len(idxs)):\n",
" ax_poly3d(verts2[i,model.faces],alpha=.1,ec=(.8,.8,.8,.2),fc=(0,0,0,0),lw=.1)\n",
"\n",
"ax_line3d(body_lines(jnts2, model.parents)[mi], lw=.7, ec='tab:red')\n",
"ax_box3(verts2.min((0,1)), verts2.max((0,1)))\n",
"ax_panes3()\n",
"ax.view_init(elev=30, azim=50)\n",
"ax.set(xticks=[],yticks=[],zticks=[])\n",
"\n",
"plt_show()"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 426
},
"id": "UWuvOk0piQ5v",
"outputId": "9d1e1261-8e2a-48b9-9657-6dbac82ffc43"
},
"execution_count": 18,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 400x400 with 1 Axes>"
],
"image/png": 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\n"
},
"metadata": {
"image/png": {
"width": 415,
"height": 409
}
}
}
]
},
{
"cell_type": "code",
"source": [
"orient = face_orient_xy(jnts2[mi])"
],
"metadata": {
"id": "c5HYeUjfiRcA"
},
"execution_count": 19,
"outputs": []
},
{
"cell_type": "code",
"source": [
"os.makedirs(name)\n",
"for i, vs in zip(idxs, verts2):\n",
" with open(f\"{name}/{i:05d}.ply\", \"wb\") as f:\n",
" f.write(trimesh.exchange.ply.export_ply(trimesh.Trimesh(vs,model.faces)))"
],
"metadata": {
"id": "EZRjvU2slB16"
},
"execution_count": 20,
"outputs": []
},
{
"cell_type": "markdown",
"source": [
"## Blender"
],
"metadata": {
"id": "Xgg-0-ssk0a5"
}
},
{
"cell_type": "code",
"source": [
"## https://polyhaven.com/a/brown_photostudio_02\n",
"!wget -qc --show-progress https://dl.polyhaven.org/file/ph-assets/HDRIs/exr/4k/brown_photostudio_02_4k.exr"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "SK16y6hPkfhI",
"outputId": "6877fb38-0d22-4018-da69-c4c5215a0e97"
},
"execution_count": 21,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"\r brown_pho 0%[ ] 0 --.-KB/s \rbrown_photostudio_0 100%[===================>] 19.23M --.-KB/s in 0.07s \n"
]
}
]
},
{
"cell_type": "code",
"source": [
"import bpy\n",
"import bmesh\n",
"import mathutils as mu\n",
"import bl\n",
"import trimesh\n",
"from bpy import context as C, data as D\n",
"from glob import glob\n",
"\n",
"def render_image(alpha=C.scene.render.film_transparent):\n",
" bpy.ops.render.render(write_still=True)\n",
" img = cv2.imread(C.scene.render.filepath, cv2.IMREAD_UNCHANGED if alpha else cv2.IMREAD_COLOR)\n",
" return cv2.cvtColor(img, cv2.COLOR_BGRA2RGBA if alpha else cv2.COLOR_BGR2RGB)\n",
"\n",
"def load_ply(D, fn, name=None):\n",
"\twith open(fn, \"rb\") as f:\n",
"\t\tm = trimesh.exchange.ply.load_ply(f)\n",
"\n",
"\tname = name or os.path.splitext(os.path.basename(fn))[0]\n",
"\treturn bl.mesh.add(D, name, m['vertices'], m['faces'])\n",
"\n",
"def add_material_mesh(name, roughness=1, ao_dist=1, ao_color=(.1,.1,.1)):\n",
" mat = bl.material.add(D, name)\n",
" tree = mat.node_tree\n",
" tree.nodes.clear()\n",
"\n",
" bsdf = bl.node_tree.add_node(tree, \"ShaderNodeBsdfPrincipled\", {\n",
" \"Base Color\": (.8, .8, .8, 1),\n",
" \"Roughness\": roughness,\n",
" \"Subsurface Weight\": 0,\n",
" \"Subsurface Scale\": .05,\n",
" \"Coat Weight\": .3,\n",
" \"Coat Roughness\": 1,\n",
" \"Sheen Weight\": .3,\n",
" \"Sheen Roughness\": 1,\n",
" })\n",
"\n",
" ao = bl.node_tree.add_node(tree, \"ShaderNodeAmbientOcclusion\", {\"Distance\": ao_dist})\n",
" mix = bl.node_tree.add_node(tree, \"ShaderNodeMixShader\")\n",
" diffuse = bl.node_tree.add_node(tree, \"ShaderNodeBsdfDiffuse\", {\n",
" \"Color\": (*ao_color,1),\n",
" \"Roughness\": roughness\n",
" })\n",
" out = bl.node_tree.add_node(tree, \"ShaderNodeOutputMaterial\")\n",
"\n",
" bl.node_tree.connect(tree, [\n",
" (ao.outputs[\"Color\"], mix.inputs[\"Fac\"]),\n",
" (diffuse.outputs[\"BSDF\"], mix.inputs[1]),\n",
" (bsdf.outputs[\"BSDF\"], mix.inputs[2]),\n",
" (mix.outputs[\"Shader\"], out.inputs[\"Surface\"])\n",
" ])\n",
"\n",
" return mat\n",
"\n",
"def add_node_group_lights(coll):\n",
" group = bl.node_group.add(D, \"lights\", {\n",
" \"Target\": {\n",
" \"in_out\": \"INPUT\",\n",
" \"socket_type\": \"NodeSocketVector\",\n",
" \"attrs\": {\n",
" \"subtype\": \"XYZ\"\n",
" }\n",
" }\n",
" })\n",
" group.links.clear()\n",
"\n",
" iop = bl.node_tree.add_node(group, \"GeometryNodeInstanceOnPoints\", {\n",
" \"Pick Instance\": True\n",
" })\n",
" ci = bl.node_tree.add_node(group, \"GeometryNodeCollectionInfo\", {\n",
" \"Collection\": coll,\n",
" \"Separate Children\": True,\n",
" \"Reset Children\": True,\n",
" })\n",
" pos = bl.node_tree.add_node(group, \"GeometryNodeInputPosition\")\n",
" sub = bl.node_tree.add_node(group, \"ShaderNodeVectorMath\", attrs={\"operation\": \"SUBTRACT\"})\n",
" artv = bl.node_tree.add_node(group, \"FunctionNodeAlignRotationToVector\")\n",
"\n",
" bl.node_tree.connect(group, [\n",
" (group.nodes[\"Group Input\"].outputs[\"Geometry\"], iop.inputs[\"Points\"]),\n",
" (iop.outputs[\"Instances\"], group.nodes[\"Group Output\"].inputs[\"Geometry\"]),\n",
" (ci.outputs[\"Instances\"], iop.inputs[\"Instance\"]),\n",
" (pos.outputs[\"Position\"], sub.inputs[0]),\n",
" (group.nodes[\"Group Input\"].outputs[\"Target\"], sub.inputs[1]),\n",
" (sub.outputs[\"Vector\"], artv.inputs[\"Vector\"]),\n",
" (artv.outputs[\"Rotation\"], iop.inputs[\"Rotation\"]),\n",
" ])\n",
"\n",
" return group\n",
"\n",
"def add_node_group(mat):\n",
" group = bl.node_group.add(D, \"volume_mesh\", {\n",
" \"Origin\": {\n",
" \"in_out\": \"OUTPUT\",\n",
" \"socket_type\": \"NodeSocketVector\",\n",
" \"attrs\": {\n",
" \"attribute_domain\": \"INSTANCE\",\n",
" \"subtype\": \"TRANSLATION\"\n",
" }\n",
" }\n",
" })\n",
"\n",
" smooth = group.nodes.new(\"GeometryNodeSetShadeSmooth\")\n",
" set_mat = group.nodes.new(\"GeometryNodeSetMaterial\")\n",
" set_mat.inputs[\"Material\"].default_value = mat\n",
"\n",
" bl.node_tree.connect(group, [\n",
" (group.nodes[\"Group Input\"].outputs[\"Geometry\"], smooth.inputs[\"Geometry\"]),\n",
" (smooth.outputs[\"Geometry\"], set_mat.inputs[\"Geometry\"]),\n",
" (set_mat.outputs[\"Geometry\"], group.nodes[\"Group Output\"].inputs[\"Geometry\"])\n",
" ])\n",
"\n",
" return group"
],
"metadata": {
"id": "5qGPyVUgk6HH"
},
"execution_count": 22,
"outputs": []
},
{
"cell_type": "code",
"source": [
"bpy.ops.wm.read_homefile(use_empty=True)\n",
"bl.scene.setup(C.scene, size=(1920,720), samples=1024, max_bounces=64, diffuse_bounces=24)\n",
"bl.cycles.setup(C.preferences)\n",
"\n",
"C.scene.world = bl.world.add(D, \"World\")\n",
"bl.world.use_environment(C.scene.world, bl.image.open(D, \"brown_photostudio_02_4k.exr\"),\n",
" rotation=(0,np.pi/4,np.pi/6), strength=.2)\n",
"\n",
"ng = add_node_group(add_material_mesh(\"mesh\"))\n",
"coll = D.collections.new(\"meshes\")\n",
"for f in glob(f\"{name}/*.ply\"):\n",
"\tmesh = load_ply(D, f)\n",
"\tobj = D.objects.new(mesh.name, mesh)\n",
"\tcoll.objects.link(obj)\n",
"\tbl.object.add_node_group_modifier(obj, \"Volume Mesh\", ng)\n",
"\n",
"min_z = min(bl.mesh.get_aabb(obj.data)[0,2] for obj in coll.objects) * .6\n",
"max_z = max(bl.mesh.get_aabb(obj.data)[1,2] for obj in coll.objects)\n",
"\n",
"instance = bl.object.add_collection_instance(D, coll)\n",
"C.scene.collection.objects.link(instance)\n",
"instance.rotation_euler.z = -orient\n",
"instance.location.z = -min_z\n",
"\n",
"camera = C.scene.camera = D.objects.new('Camera', bl.camera.add_ortho(D))\n",
"camera.data.ortho_scale = -.00446875 * len(coll.objects) + 1.43671875\n",
"C.scene.collection.objects.link(camera)\n",
"camera.location = mu.Vector((3,0,(max_z - min_z) * 2))\n",
"bl.object.look_at(camera, mu.Vector((0,0,(max_z - min_z) * .5)))\n",
"\n",
"bpy.ops.mesh.primitive_plane_add(size=100)\n",
"D.objects[\"Plane\"].hide_viewport = True\n",
"D.objects[\"Plane\"].is_shadow_catcher = True\n",
"\n",
"coll_lights = D.collections.new(\"Lights\")\n",
"coll_lights.objects.link(D.objects.new(\"Light.Back\", bl.light.add(D, \"Back\", \"AREA\", \"DISK\", 40, 5)))\n",
"coll_lights.objects.link(D.objects.new(\"Light.Fill\", bl.light.add(D, \"Fill\", \"AREA\", \"DISK\", 50, 3)))\n",
"coll_lights.objects.link(D.objects.new(\"Light.Key\", bl.light.add(D, \"Key\", \"AREA\", \"DISK\", 20, 1)))\n",
"coll_lights.objects.link(D.objects.new(\"Light.Top\", bl.light.add(D, \"Top\", \"AREA\", \"DISK\", 10, 3)))\n",
"C.scene.collection.children.link(coll_lights)\n",
"coll_lights.hide_viewport = True\n",
"coll_lights.hide_render = True\n",
"\n",
"mesh = D.meshes.new(\"Lights\")\n",
"mesh.from_pydata(np.array([[-3,3,5],[3,-3,3],[-3,-3,1],[0,0,5]],dtype=\"f4\"),[],[])\n",
"lights = D.objects.new('Lights', mesh)\n",
"C.scene.collection.objects.link(lights)\n",
"\n",
"bl.object.add_node_group_modifier(lights, \"Lights\", add_node_group_lights(coll_lights))"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "9roUCkIkk9hb",
"outputId": "bbd72b14-1bb0-44c7-e973-e346ba39b02d"
},
"execution_count": 23,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"bpy.data.objects['Lights'].modifiers[\"Lights\"]"
]
},
"metadata": {},
"execution_count": 23
}
]
},
{
"cell_type": "code",
"source": [
"# Capoeira_Theodoros_v2_C3D\n",
"imshow(cv2.resize(render_image(), None, fx=.5, fy=.5, interpolation=cv2.INTER_LANCZOS4))"
],
"metadata": {
"id": "W7HlFYo48ms4",
"outputId": "cc5776aa-c037-44ef-cc33-398e6e6cb681",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 197
}
},
"execution_count": null,
"outputs": [
{
"output_type": "display_data",
"data": {
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