Sniffer.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "5dea3f82",
   "metadata": {},
   "source": [
    "## Sniffer\n",
    "---\n",
    "\"Sniff out good and bad images in your dataset\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "31477616",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
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element.href = url;\n      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n      document.body.appendChild(element);\n    }\n\n    var skip = [];\n    if (window.requirejs) {\n      window.requirejs.config({'packages': {}, 'paths': {}, 'shim': {}});\n      \n      root._bokeh_is_loading = css_urls.length + 0;\n    } else {\n      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length;\n    }\n    for (var i = 0; i < js_urls.length; i++) {\n      var url = js_urls[i];\n      if (skip.indexOf(url) >= 0) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (var i = 0; i < js_modules.length; i++) {\n      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GO7tYbqIliSSgEb5z36A8noPoO5rzXXYrttQtdT09CmrwyEJJIqqrFuApAY7gy4UqOQwBBXvtLq/jOO1VpPC1lNMACwj1MLn2AZOPzr03gK2KtOirnM8RClpN2OwrlfEKjUvGPh/TAfktS+qTDH9wbIx/wB9OT/wGorbW/F1wyo3g+G1JBy8+qxlVPb7ikn8q1fDmiyWElzf6jKlzrF5tNxMi4RQB8saA9EH5k5Jr08pyetCuqlZWSOTGY2m6bjB6s3KKKK+zPBCiiigBCcAk9BXLxxXEF5JDDaC5junMn2hQIwDuZm3ZO4/wgHpgjAxnPTyDcjLzyMcVQj0+G2k85AwCjO1V4AHoo79ecZ5PtXyfEeJs40vmezldK6cypHZSJLG6vIhXazK6+YEVQeEGOCdx56joARWnBGwXEo55JGdwPPHJGcgAf8A16m5A9TmhFCKqqMKBgD0r5KU2z2UrEdzMlrazTvnZEjO3fgDJrnPhfatZ/D/AEOJzkm3Ev4OS4/RhWj4wmNt4S1qZQxaOymYY68Iam8OWa6f4f0yzQ7lgto4s+uFAzWq0ovzZP2zRooornLClFJSivVyaj7XFxXbU5MdPkosWiiiv0Y+XCiiimAUUUUAFIaWkr5/iHE+yw/s1vI9LLKXPV5n0Eooor4M+hCloFLX2HDeEspV36I8TNa12qaCiiivrDxwpKWkNfM8SwvQjLzPVyqX7xoSiiiviT3g7inUgpa+34ahahKXdng5rK9RIKKKK+lPKCiiigAooooAKuaVHFdpe6bdIrwXUZO1hkZ6H8eh/CqdLHMba4huB/yycE47jof0qJxvGwr21PNZLd7XUmtpRiSKXY31BxXqPiA40PSR6oD/AOOiuZ+IOni38TWt3GB5V3tbI7sCAf0213s8mmxabYJqYBBjGzKk9AM9Pwoq1LqEkeTgMM6c61Nv5nDV1mpaDcXvhJNPtpUhlfDvvH3uc446c459qTytIvbq2h06NS5kDOdrDCjk9fXgfjV7WtNv5rpbmxudhVQoTJX/APXWNSpdroehSwqUJX95PTQ8n1Xwxq2mFjcWjtGP+WkXzr9eOn44rmb+OebEUJKow+Yg4/M9cew5PqK9uGs6np526la+Yv8Afxj9RxTLmLw3ruftcCQzt/GRsb/vodfxrZ15Sjaa08jzYZZCjU9rh5e8ukjw/SNIttMQ+UN0rfekbqfYegrQZQylWAKngg969D1P4cttMmk3gkU8hJv/AIof4Vx+qaHqWlk/bbOWNR/GBuX8xxW9CVFR5IbHm5jHMZVvrGIbcu5yqaJHa3TT6efKLdU3EAfQ/wBCCPpXofwz043evrNIC0dqhckjqx4H9T+FcpXp/gu3Ol+Dprw8T3bHZ64+6v8AU/jUVYQowap6XOjCYqvmWIjLEvm5Or30LF3P9qvrifOVZtq/7o4H+NZPiGPU5dIuE0Ka3g1Ar+6edCyg/T+vP0NaCKEQKOgGKdWbinHlPo4u2p8s6DHrK/FbSU8Q+f8A2mL2MyfaWOcbs8H0x0xx0xX1JXMeNvCo137Hf2EqWuuae/mWlyy7lz12OO6n9O3cGrD4zmsAkXinRdQ06b7pmhiNxA57kMmSPXBGcV8jneX1pSUqcbpHvYHFQs1J2Z2NFchL44iuH8vQdI1bVZCdu5LZoYlP+08gGPyoOgavrvkS+JNSa2iSTzRp+nsUTg5UPJ958cdMDNfPrCTXx6Ho+1i9jr6jkjJWQDB3KQAxOMn19ulS0V34DJq2JknJWicuJx1OkrLVlCy0y3gu5b0x5vZh88jdR04HoOB/3yOTgVoUUV93QoQoQUILRHztSpKpLmkFFFFbkBRRRQAUUlJXj5lm9PBe6leR24XBSr67Iyde1v8Ashol/szVL4yKzD7Fb+aBjHBORgnPGfQ1Z0bURqlkLlbW8tQWK+XdwmKTjvtPOKu0V8Xjsc8ZPnkrM97D0FQjyphSOyojM7BVUZJJwAKWuKltpPGHiG9hupSfDumyiBrYDAurhQGbeepRcgbehP0rkpU+e7eiRtKVtiHxjr9lrui3ui6CZdSuroCAtaRNJFGCwDFpB8o4J7/Wu6VQqhVACgYAHYUy2t4bWBILaKOGFBhI41Cqo9AB0qSnUmmlGK0QRTTuwooorKxQUopKdX1PDNG851GePms/dUQooor7I8QKKKKACiikrzsxzGGBhzS1b2OnC4WWIlZFDW9S/sqyFx9jvb351TyrOLzH574yOB3NLpGof2nZ/aBaXdoN7L5d1F5b8HGceh7Vdor4fMcxeOaclax9BhsKsOrJhRRRXn06bqTUI7s6JSUU2xRS0UV+n4OgsPRjTXQ+Tr1HVm5MKKKK6JSUE5PoZpNuyCuc1e88TRX00el6Tp9xa/L5cst2UboCdy7T3yBg+hroaK+FzPOXin7OMfdR9BhMD7H3m9RsZYxqZAFcgbgDkA+xp1FFeAz0hRS0gpa/QMhp8mET7nzWYy5qzCiiivbOEKKKKACiiigApCMgg9DS0UAa0Ekdx4alMsYkmtUeMEgErxwR+GK1hp9reWdqLqMP5aDbkkY4H+FYOhyol9JBNgw3KEEHpkf/AFs1Zu20KAlY4RM4/hhyf1ziuOcWpWRcGrXdjSXRLKJt9rvt5em+OQ5/Xin51C26NFdp7/u3/wAD+lcpcOJSfIgFsvtIzN/PFNXeowJpvr5hqlRb1bEqqXwxsdcuqWzHZdK1u542zLgH6HofzqC70HT7tdyxiNj/ABRHH6dK5ljIylTPOVPUGRsfzotXltDm1nli9gcj8jxT9g1rFg6nNpONzq9D0r+y0mXzTIHbIyMYFaTIrDBAIrmLXxBcR4FzCsy/3oztP5Hite01myuSFEoSQ/wSfKf16/hWE4TTuzopzp25UZ2reDtH1HLPbCGU/wDLSH5D/gfxFVNcWO3Flp0HENugbH0GF/rXWEjGc1wtxP8Aarye4zxI/wAv+6OBWlFym9XsYVaVOm7wSTYyiiiuwgKKKKQBRRRU8kW72HzPuFFFFVsIKKKKYBRRRQAUUUUAFJilormqYSjUfNOCbNI1qkVaLExRiloqPqGG/wCfa+4r6zV/mYmKq2Gn2th9p+yReX9oma4l+Ync7dTz9BVuin9Rw+3IvuD6xV/mYmKMUtFH1HDfyL7g+sVf5mJijFLRR9Rw/wDIvuF9Yq/zMTFLRRW1OjClpBWIlOU/idwooorUkKKKKACkxS0VjVw9Ot/EimXCpOHwuwmKMUtFY/2fhv8An2vuL+s1f5mJiiloqo4HDwfNGCT9AeIqyVnJhRRRXUYhRRRSaUlZgm1qhMUYpaK5XgcM/sL7jb6xV/mYmKMUtFL6hhv+fa+4PrFX+ZhRRRXTCEaa5YqyMpScndhRRRViCiiigAooooAKKKKAGuiuMMMgHNKAAMAAD2oooJtqLRRRQUFFFFABSMoYYYAj3oooExGuJ7a3cQTyIhG3ZnIx7A9PwpVAVQB0AoopJJGcX7wtFFFM1CiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD/2Q==&quot; width=&quot;450px&quot; height=&quot;450px&quot; alt=&quot;&quot;&gt;&lt;/img&gt;\",\"width\":450},\"id\":\"1017\",\"type\":\"panel.models.markup.HTML\"},{\"attributes\":{\"reload\":false},\"id\":\"1021\",\"type\":\"panel.models.location.Location\"},{\"attributes\":{\"button_type\":\"success\",\"icon\":null,\"label\":\"IMAGE\",\"margin\":[5,50,5,50],\"min_width\":30,\"subscribed_events\":[\"button_click\"],\"width\":30},\"id\":\"1013\",\"type\":\"Button\"},{\"attributes\":{\"active\":0,\"labels\":[\"CSV Mode\",\"File Mode\"],\"margin\":[40,1,40,1]},\"id\":\"1019\",\"type\":\"RadioButtonGroup\"},{\"attributes\":{\"children\":[{\"id\":\"1012\"},{\"id\":\"1013\"}],\"margin\":[0,80,0,80],\"name\":\"Row01562\",\"sizing_mode\":\"stretch_width\"},\"id\":\"1011\",\"type\":\"Row\"},{\"attributes\":{\"button_type\":\"success\",\"disabled\":true,\"icon\":null,\"label\":\"YES\",\"margin\":[10,20,10,20],\"min_width\":50,\"subscribed_events\":[\"button_click\"],\"width\":50},\"id\":\"1004\",\"type\":\"Button\"},{\"attributes\":{\"margin\":[5,120,5,120],\"name\":\"\",\"text\":\"Click THUMBNAIL to create thumbnails for all images or IMAGE to use the original images.        \\n WARNING: If you choose IMAGE and your images are too large switching images may take longer. \"},\"id\":\"1010\",\"type\":\"Div\"},{\"attributes\":{\"children\":[{\"id\":\"1009\"}],\"margin\":[0,0,0,0],\"name\":\"Row01568\",\"sizing_mode\":\"stretch_width\"},\"id\":\"1008\",\"type\":\"Row\"},{\"attributes\":{\"children\":[{\"id\":\"1015\"}],\"margin\":[0,0,0,0],\"name\":\"Row01573\",\"sizing_mode\":\"stretch_width\"},\"id\":\"1014\",\"type\":\"Row\"},{\"attributes\":{\"client_comm_id\":\"c2818dccbc45472f8038d54b3461babe\",\"comm_id\":\"944c419de36347319363054116c9d9ff\",\"plot_id\":\"1002\"},\"id\":\"1020\",\"type\":\"panel.models.comm_manager.CommManager\"},{\"attributes\":{\"button_type\":\"success\",\"icon\":null,\"label\":\"THUMBNAIL\",\"margin\":[5,50,5,50],\"min_width\":30,\"subscribed_events\":[\"button_click\"],\"width\":30},\"id\":\"1012\",\"type\":\"Button\"},{\"attributes\":{\"background\":\"#b9d5f0\",\"children\":[{\"id\":\"1004\"},{\"id\":\"1005\"},{\"id\":\"1006\"}],\"height\":250,\"margin\":[55,5,55,5],\"name\":\"Column01563\",\"sizing_mode\":\"fixed\",\"width\":100},\"id\":\"1003\",\"type\":\"Column\"}],\"root_ids\":[\"1002\",\"1020\",\"1021\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.2\"}};\n",
       "    var render_items = [{\"docid\":\"d464d929-1a8c-48fc-9d11-6666b76f4d08\",\"root_ids\":[\"1002\"],\"roots\":{\"1002\":\"3e2f43ec-7340-43a4-a765-aeaff7d8d188\"}}];\n",
       "    root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "  }\n",
       "  if (root.Bokeh !== undefined && root.Bokeh.Panel !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined && root.Bokeh.Panel !== undefined) {\n",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
       "      } else if (document.readyState == \"complete\") {\n",
       "        attempts++;\n",
       "        if (attempts > 200) {\n",
       "          clearInterval(timer);\n",
       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        }\n",
       "      }\n",
       "    }, 25, root)\n",
       "  }\n",
       "})(window);</script>"
      ],
      "text/plain": [
       "Row(background='#6eb4f5', height=700, sizing_mode='fixed', width=900)\n",
       "    [0] Column(background='#b9d5f0', height=250, margin=(55, 5), sizing_mode='fixed', width=100)\n",
       "        [0] Button(button_type='success', disabled=True, margin=(10, 20), name='YES', width=50)\n",
       "        [1] Button(button_type='danger', disabled=True, margin=(10, 20), name='NO', width=50)\n",
       "        [2] Button(button_type='warning', disabled=True, margin=(10, 20), name='UNDO', width=35)\n",
       "    [1] Column(background='#b9d5f0', height=670, sizing_mode='fixed', width=500)\n",
       "        [0] ParamMethod(method, sizing_mode='stretch_width')\n",
       "        [1] StaticText(margin=(5, 120), value='Click THUMBNAIL t...)\n",
       "        [2] Row(margin=(0, 80), sizing_mode='stretch_width')\n",
       "            [0] Button(button_type='success', margin=(5, 50), name='THUMBNAIL', width=30)\n",
       "            [1] Button(button_type='success', margin=(5, 50), name='IMAGE', width=30)\n",
       "        [3] ParamMethod(method, sizing_mode='stretch_width')\n",
       "        [4] ParamMethod(method, sizing_mode='stretch_width')\n",
       "    [2] Column(background='#b9d5f0', height=250, margin=(55, 5), sizing_mode='fixed', width=230)\n",
       "        [0] RadioButtonGroup(margin=(40, 1), name='Radio Button Group', options=['CSV Mode', 'File Mode'], value='CSV Mode')"
      ]
     },
     "execution_count": 1,
     "metadata": {
      "application/vnd.holoviews_exec.v0+json": {
       "id": "1002"
      }
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from pynput import keyboard\n",
    "import panel as pn\n",
    "import holoviews as hv\n",
    "# import jupyter_bokeh\n",
    "\n",
    "from Sniffer import sniffer\n",
    "pn.extension(loading_spinner='dots', loading_color='#00aa41', sizing_mode=\"stretch_width\")\n",
    "\n",
    "# Make an instance of the Sniffer Class   \n",
    "sniffer_app = sniffer.SnifferClass()\n",
    "\n",
    "def on_activate_yes():\n",
    "    sniffer_app.yes_hotkey()\n",
    "\n",
    "def on_activate_no():\n",
    "    sniffer_app.no_hotkey()\n",
    "    \n",
    "def on_activate_undo():\n",
    "    sniffer_app.undo_hotkey()    \n",
    "\n",
    "listener = keyboard.GlobalHotKeys({\n",
    "        'a': on_activate_yes,\n",
    "        'd': on_activate_no,\n",
    "        's': on_activate_undo})\n",
    "\n",
    "listener.start()\n",
    "\n",
    "image_mode_selection=pn.Row(sniffer_app.thumbnail_button,sniffer_app.image_button,margin=(0,80))\n",
    "\n",
    "component = pn.Row(\n",
    "    pn.Column(sniffer_app.yes_button, sniffer_app.no_button, sniffer_app.undo_button, background='#b9d5f0',width=100,height=250,margin=(55,5)),\n",
    "    pn.Column(sniffer_app.get_image_index_text,sniffer_app.text,image_mode_selection,sniffer_app.get_progress_bar, sniffer_app.get_jpg_panel,background='#b9d5f0', height= 670, width=500,align='start'),\n",
    "    pn.Column(sniffer_app.radio_group,background='#b9d5f0', width=230,height=250,margin=(55,5)),\n",
    "    width=900,\n",
    "    height=700,\n",
    "    background='#6eb4f5'\n",
    "    )\n",
    "component"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0971e5bb",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Creates a template that can be served with the command\n",
    "# panel serve Sniffer.ipynb from the command line\n",
    "template = pn.template.MaterialTemplate(\n",
    "    title='',\n",
    "    logo='assets/sniffer_big.jpg',\n",
    "    header_background='#b9d5f0',\n",
    "    main=[component],\n",
    ")\n",
    "template.servable();\n",
    "template"
   ]
  }
 ],
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