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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "0f03c378",
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"metadata": {},
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"outputs": [],
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"source": [
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"!git clone https://github.com/kritiksoman/GIMP-ML.git\n",
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"%cd GIMP-ML\n",
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"# !git checkout GIMP3-ML\n",
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"# !git checkout 4a9ce5819fc29d117fecde47af6617d0307beb3c\n",
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"!git checkout --track origin/GIMP3-ML\n",
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"# !git pull \n",
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"%cd ..\n",
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"!pip install GIMP-ML/.\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "dca94166",
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"cell_type": "markdown",
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"id": "67698d1a",
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"metadata": {},
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"outputs": [],
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"source": [
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"\"\"\"\n",
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"Script will download weights and create gimp_ml_config.pkl, and print path to be added to GIMP Preferences.\n",
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"\"\"\"\n",
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"import os\n",
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"import sys\n",
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"import pickle\n",
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"import csv\n",
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"import hashlib\n",
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"import gdown\n",
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"\n",
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"\n",
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"def setup_python_weights(install_location=None):\n",
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" if not install_location:\n",
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" install_location = os.path.join(os.path.expanduser(\"~\"), \"GIMP-ML\")\n",
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" if not os.path.isdir(install_location):\n",
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" os.mkdir(install_location)\n",
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" python_string = \"python\"\n",
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" if os.name == 'nt': # windows\n",
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" python_string += \".exe\"\n",
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" python_path = os.path.join(os.path.dirname(sys.executable), python_string)\n",
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" weight_path = os.path.join(install_location, \"weights\")\n",
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" if not os.path.isdir(weight_path):\n",
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" os.mkdir(weight_path)\n",
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"\n",
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" step = 1\n",
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" print(\"\\n##########\")\n",
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" if os.name == 'nt': # windows\n",
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" print(\"{}>> Automatic downloading of weights not supported on Windows.\".format(step))\n",
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" step += 1\n",
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" print(\"{}>> Please downloads weights folder from: \\n\"\n",
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" \"https://drive.google.com/drive/folders/10IiBO4fuMiGQ-spBStnObbk9R-pGp6u8?usp=sharing\".format(step))\n",
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" print(\"and place in: \" + weight_path)\n",
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" step += 1\n",
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" else: # linux\n",
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" file_path = os.path.dirname(os.path.realpath(__file__))\n",
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" with open(os.path.join(file_path, 'model_info.csv')) as csv_file:\n",
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" csv_reader = csv.reader(csv_file, delimiter=',')\n",
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" headings = next(csv_reader)\n",
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" for row in csv_reader:\n",
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" model_path, file_id = os.path.join(*row[0].split(\"/\")), row[1]\n",
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" file_size, model_file_name, md5sum = float(row[2]), row[3], row[4]\n",
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" if not os.path.isdir(os.path.join(weight_path, model_path)):\n",
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" os.makedirs(os.path.join(weight_path, model_path))\n",
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" destination = os.path.join(os.path.join(weight_path, model_path), model_file_name)\n",
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" if os.path.isfile(destination):\n",
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" md5_hash = hashlib.md5()\n",
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" a_file = open(destination, \"rb\")\n",
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" content = a_file.read()\n",
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" md5_hash.update(content)\n",
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" digest = md5_hash.hexdigest()\n",
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" a_file.close()\n",
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" if not os.path.isfile(destination) or (digest and digest != md5sum):\n",
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" try:\n",
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" gimp.progress_init(\"Downloading \" + model_path + \"(~\" + str(file_size) + \"MB)...\")\n",
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" except:\n",
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" print(\"\\nDownloading \" + model_path + \"(~\" + str(file_size) + \"MB)...\")\n",
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" url = 'https://drive.google.com/uc?id={0}'.format(file_id)\n",
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" try:\n",
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" gdown.cached_download(url, destination, md5=md5sum)\n",
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" except:\n",
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" try:\n",
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" gdown.download(url, destination, quiet=False)\n",
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" except:\n",
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" print(\"Failed to download !\")\n",
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" # plugin_loc = os.path.dirname(os.path.realpath(__file__))\n",
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" import gimpml\n",
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" plugin_loc = os.path.dirname(gimpml.__file__)\n",
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" with open(os.path.join(plugin_loc, 'tools', 'gimp_ml_config.pkl'), 'wb') as file:\n",
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" pickle.dump({\"python_path\": python_path, \"weight_path\": weight_path}, file)\n",
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"\n",
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" print(\"{}>> Please add this path to Preferences --> Plug-ins in GIMP : \".format(step),\n",
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" os.path.join(plugin_loc, \"plugins\"))\n",
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" print(\"##########\\n\")"
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"# Setup\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "3536a387",
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"id": "aa70db70",
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"metadata": {},
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"outputs": [],
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"source": [
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"# Run this cell for google colab otherwise setup using GIMP-ML/install.bat\n",
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"# In Colab, choose runtime with GPU acceleration\n",
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"!git clone https://github.com/kritiksoman/GIMP-ML.git\n",
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"%cd GIMP-ML\n",
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"!git checkout --track origin/GIMP3-ML\n",
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"%cd ..\n",
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"!pip install GIMP-ML/.\n",
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"import gimpml\n",
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"gimpml.setup_python_weights()\n",
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"%cd /content/GIMP-ML/testscases"
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]
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},
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DESKTOP-F04AGRR\Kritik Soman
3 years ago