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<!DOCTYPE html>
<html>
<head>
<meta charset="UTF-8">
<title>Image-to-Image Demo - Affine Layer</title>
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<a href='/'><img style="width: 100px; height: 100px; display: block; margin: 10px auto 10px auto;" src="data:image/svg+xml,%3C%3Fxml version%3D%221.0%22 encoding%3D%22UTF-8%22 standalone%3D%22no%22%3F%3E%0A%3Csvg width%3D%22100px%22 height%3D%22100px%22 viewBox%3D%220 0 100 100%22 version%3D%221.1%22 xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22 xmlns%3Axlink%3D%22http%3A%2F%2Fwww.w3.org%2F1999%2Fxlink%22%3E%0A %3C%21-- Generator%3A Sketch 42 %2836781%29 - http%3A%2F%2Fwww.bohemiancoding.com%2Fsketch --%3E%0A %3Ctitle%3Elogo%3C%2Ftitle%3E%0A %3Cdesc%3ECreated with Sketch.%3C%2Fdesc%3E%0A %3Cdefs%3E%0A %3Crect id%3D%22path-1%22 x%3D%2215%22 y%3D%2215%22 width%3D%2235%22 height%3D%2236%22%3E%3C%2Frect%3E%0A %3Cmask id%3D%22mask-2%22 maskContentUnits%3D%22userSpaceOnUse%22 maskUnits%3D%22objectBoundingBox%22 x%3D%220%22 y%3D%220%22 width%3D%2235%22 height%3D%2236%22 fill%3D%22white%22%3E%0A %3Cuse xlink%3Ahref%3D%22%23path-1%22%3E%3C%2Fuse%3E%0A %3C%2Fmask%3E%0A %3Cellipse id%3D%22path-3%22 cx%3D%2215.1507839%22 cy%3D%2249.0755757%22 rx%3D%2215.0944915%22 ry%3D%2215.0944915%22%3E%3C%2Fellipse%3E%0A %3Cmask id%3D%22mask-4%22 maskContentUnits%3D%22userSpaceOnUse%22 maskUnits%3D%22objectBoundingBox%22 x%3D%220%22 y%3D%220%22 width%3D%2230.188983%22 height%3D%2230.188983%22 fill%3D%22white%22%3E%0A %3Cuse xlink%3Ahref%3D%22%23path-3%22%3E%3C%2Fuse%3E%0A %3C%2Fmask%3E%0A %3Cellipse id%3D%22path-5%22 cx%3D%2248.8492161%22 cy%3D%2215.3771436%22 rx%3D%2215.0944915%22 ry%3D%2215.0944915%22%3E%3C%2Fellipse%3E%0A %3Cmask id%3D%22mask-6%22 maskContentUnits%3D%22userSpaceOnUse%22 maskUnits%3D%22objectBoundingBox%22 x%3D%220%22 y%3D%220%22 width%3D%2230.188983%22 height%3D%2230.188983%22 fill%3D%22white%22%3E%0A %3Cuse xlink%3Ahref%3D%22%23path-5%22%3E%3C%2Fuse%3E%0A %3C%2Fmask%3E%0A %3Cellipse id%3D%22path-7%22 cx%3D%2248.8492161%22 cy%3D%2249.0900343%22 rx%3D%2215.0944915%22 ry%3D%2215.0944915%22%3E%3C%2Fellipse%3E%0A %3Cmask id%3D%22mask-8%22 maskContentUnits%3D%22userSpaceOnUse%22 maskUnits%3D%22objectBoundingBox%22 x%3D%220%22 y%3D%220%22 width%3D%2230.188983%22 height%3D%2230.188983%22 fill%3D%22white%22%3E%0A %3Cuse xlink%3Ahref%3D%22%23path-7%22%3E%3C%2Fuse%3E%0A %3C%2Fmask%3E%0A %3Cellipse id%3D%22path-9%22 cx%3D%2215.3980442%22 cy%3D%2215.3771436%22 rx%3D%2215.0944915%22 ry%3D%2215.0944915%22%3E%3C%2Fellipse%3E%0A %3Cmask id%3D%22mask-10%22 maskContentUnits%3D%22userSpaceOnUse%22 maskUnits%3D%22objectBoundingBox%22 x%3D%220%22 y%3D%220%22 width%3D%2230.188983%22 height%3D%2230.188983%22 fill%3D%22white%22%3E%0A %3Cuse xlink%3Ahref%3D%22%23path-9%22%3E%3C%2Fuse%3E%0A %3C%2Fmask%3E%0A %3C%2Fdefs%3E%0A %3Cg id%3D%22Page-1%22 stroke%3D%22none%22 stroke-width%3D%221%22 fill%3D%22none%22 fill-rule%3D%22evenodd%22%3E%0A %3Cg id%3D%22logo%22 stroke%3D%22%23000000%22 stroke-width%3D%222%22%3E%0A %3Cg id%3D%22Group%22 transform%3D%22translate%2850.000000%2C 50.000000%29 rotate%28-315.000000%29 translate%28-50.000000%2C -50.000000%29 translate%2818.000000%2C 17.500000%29%22%3E%0A %3Cuse id%3D%22Rectangle%22 mask%3D%22url%28%23mask-2%29%22 xlink%3Ahref%3D%22%23path-1%22%3E%3C%2Fuse%3E%0A %3Cuse id%3D%22Oval-1%22 mask%3D%22url%28%23mask-4%29%22 fill%3D%22%23FFFFFF%22 xlink%3Ahref%3D%22%23path-3%22%3E%3C%2Fuse%3E%0A %3Cuse id%3D%22Oval-1%22 mask%3D%22url%28%23mask-6%29%22 fill%3D%22%23FFFFFF%22 xlink%3Ahref%3D%22%23path-5%22%3E%3C%2Fuse%3E%0A %3Cuse id%3D%22Oval-1%22 mask%3D%22url%28%23mask-8%29%22 fill%3D%22%23FFFFFF%22 xlink%3Ahref%3D%22%23path-7%22%3E%3C%2Fuse%3E%0A %3Cuse id%3D%22Oval-1%22 mask%3D%22url%28%23mask-10%29%22 fill%3D%22%23FFFFFF%22 xlink%3Ahref%3D%22%23path-9%22%3E%3C%2Fuse%3E%0A %3C%2Fg%3E%0A %3C%2Fg%3E%0A %3C%2Fg%3E%0A%3C%2Fsvg%3E"></a><div style='font-size:60px;font-weight:bold;text-align:center;'><a href='/pixsrv/'>Image-to-Image Demo</a></div><div style='color:#5c677f;font-size:20px;margin:8px;text-align:center;'>Interactive Image Translation with pix2pix-tensorflow</div><div style='color:#b2bace;font-size:16px;margin:10px 0 30px 0;text-align:center;'><span style='font-style:italic;text-align:center;'>Written by </span><span style='font-style:italic;text-align:center;'><a href='https://twitter.com/christophrhesse'>Christopher Hesse</a></span> — <span style='font-family:Georgia, serif;font-style:italic;'><span>February 19<sup style='font-size:10px;margin-left:1px;margin-right:-6px;'>th</sup>, 2017</span></span></div>
<div style='margin: 15px 0; line-height: 1.5;'>Recently, I made a <a href="https://github.com/affinelayer/pix2pix-tensorflow">Tensorflow port</a> of <a href="https://github.com/phillipi/pix2pix">pix2pix by Isola et al.</a>, covered in the article <a href="https://affinelayer.com/pix2pix/">Image-to-Image Translation in Tensorflow</a>. I've taken a few pre-trained models and made an interactive web thing for trying them out. Chrome is recommended.</div>
<div style='margin: 15px 0; line-height: 1.5;'>The pix2pix model works by training on pairs of images such as building facade labels to building facades, and then attempts to generate the corresponding output image from any input image you give it. The idea is straight from the <a href="https://arxiv.org/abs/1611.07004">pix2pix paper</a>, which is a good read.</div>
<div style='color:#888888;font-size:30px;margin-top:40px;'>facades</div>
<div id="facades"></div>
<div style='margin: 15px 0; line-height: 1.5;'>Trained on a database of building facades to labeled building facades. It doesn't seem sure about what to do with a large empty area, but if you put enough windows on there it often has reasonable results. Draw "wall" color rectangles to erase things.</div>
<div style='margin: 15px 0; line-height: 1.5;'>I didn't have the names of the different parts of building facades so I just guessed what they were called.</div>
<div style='color:#888888;font-size:30px;margin-top:40px;'>edges2cats</div>
<div id="edges2cats"></div>
<div style='margin: 15px 0; line-height: 1.5;'>Trained on about 2k stock cat photos and edges automatically generated from those photos. Generates cat-colored objects, some with nightmare faces. The best one I've seen yet was a <a href="/pixsrv/beholder.jpg">cat-beholder</a>.</div>
<div style='margin: 15px 0; line-height: 1.5;'>Some of the pictures look especially creepy, I think because it's easier to notice when an animal looks wrong, especially around the eyes. The auto-detected edges are not very good and in many cases didn't detect the cat's eyes, making it a bit worse for training the image translation model.</div>
<div style='color:#888888;font-size:30px;margin-top:40px;'>edges2shoes</div>
<div id="edges2shoes"></div>
<div style='margin: 15px 0; line-height: 1.5;'>Trained on <a href="http://vision.cs.utexas.edu/projects/finegrained/utzap50k/">a database of ~50k shoe pictures</a> collected from Zappos</a> along with edges generated from those pictures automatically. If you're really good at drawing the edges of shoes, you can try to produce some new designs. Keep in mind it's trained on real objects, so if you can draw more 3D things, it seems to work better.</div>
<div style='color:#888888;font-size:30px;margin-top:40px;'>edges2handbags</div>
<div id="edges2handbags"></div>
<div style='margin: 15px 0; line-height: 1.5;'>Similar to the previous one, trained on a database of ~137k handbag pictures</a> collected from Amazon</a> and automatically generated edges from those pictures. If you draw a shoe here instead of a handbag, you get a very oddly textured shoe.</div>
<div style='color:#888888;font-size:30px;margin-top:40px;'>Implementation</div>
<div style='margin: 15px 0; line-height: 1.5;'>The models were trained and exported with the <span style='color:#1f77b4;font-family:Monaco, Consolas, Menlo, "Andale Mono WT", "Andale Mono", "Lucida Console", "Lucida Sans Typewriter", "DejaVu Sans Mono", "Bitstream Vera Sans Mono", "Liberation Mono", "Nimbus Mono L", "Courier New", Courier, monospace;font-size:17px;white-space:nowrap;'>pix2pix.py</span> script from <a href="https://github.com/affinelayer/pix2pix-tensorflow">pix2pix-tensorflow</a>. The interactive demo is made in javascript using the Canvas API and talks to a backend server that runs the images through Tensorflow. The backend server can run Tensorflow itself, or forward the requests to <a href="https://cloud.google.com/ml/">Cloud ML</a> a hosted Tensorflow service run by Google.</div>
<div style='margin: 15px 0; line-height: 1.5;'>The pre-trained models are available in the <a href="https://github.com/affinelayer/pix2pix-tensorflow#datasets-and-trained-models">Datasets section</a> on GitHub. All the ones released alongside the original pix2pix implementation should be available. The models can be exported from the pre-trained ones using the <span style='color:#1f77b4;font-family:Monaco, Consolas, Menlo, "Andale Mono WT", "Andale Mono", "Lucida Console", "Lucida Sans Typewriter", "DejaVu Sans Mono", "Bitstream Vera Sans Mono", "Liberation Mono", "Nimbus Mono L", "Courier New", Courier, monospace;font-size:17px;white-space:nowrap;'>pix2pix.py</span> script, and the exported models are linked from the <a href="https://github.com/affinelayer/pix2pix-tensorflow/tree/master/server">server README</a> on GitHub.</div>
<div style='margin: 15px 0; line-height: 1.5;'>The edges for the cat photos were generated using <a href="https://github.com/s9xie/hed">Holistically-Nested Edge Detection</a> and the functionality was added to <a href="https://github.com/affinelayer/pix2pix-tensorflow/blob/master/tools/process.py"><span style='font-family:Monaco, Consolas, Menlo, "Andale Mono WT", "Andale Mono", "Lucida Console", "Lucida Sans Typewriter", "DejaVu Sans Mono", "Bitstream Vera Sans Mono", "Liberation Mono", "Nimbus Mono L", "Courier New", Courier, monospace;font-size:17px;'>process.py</span></a> and the dependencies were added to the <a href="https://hub.docker.com/r/affinelayer/pix2pix-tensorflow/">Docker image</a>.</div>
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var DEBUG = false
var SIZE = 256
var editors = []
var request_in_progress = false
var last_request_failed = false
if (DEBUG) {
var base_url = "http://localhost:8000"
} else {
var base_url = "https://pix2pix.affinelayer.com"
}
function main() {
var create_editor = function(config) {
var editor = new Editor(config)
var elem = document.getElementById(config.name)
elem.appendChild(editor.view.ctx.canvas)
editors.push(editor)
}
create_editor({
name: "edges2shoes",
generate_url: base_url + "/edges2shoes_AtoB",
mode: "line",
clear: "#FFFFFF",
colors: {
line: "#000000",
eraser: "#ffffff",
},
draw: "#000000",
initial_input: "data:image/png;base64,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",
initial_output: 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",
sheet_url: "edges2shoes-sheet.jpg",
})
create_editor({
name: "edges2handbags",
generate_url: base_url + "/edges2handbags_AtoB",
mode: "line",
clear: "#FFFFFF",
colors: {
line: "#000000",
eraser: "#ffffff",
},
draw: "#000000",
initial_input: "data:image/png;base64,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",
initial_output: 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w2GPJirJfe8MZEATCkhJmaZPbLuAcDhDv3tDRTZnZTxO2PC/ouQxKQ/uaA0Tf3skvX7AJDWWTQBEkmMm3s0L3XASYSTRvH/cPD4P13hYw544scBCGI39PcYv5lysBaZZ82HYC1KEem7Xr+fv0BzF3flfem/lGOcVle/c9Zs4NM5fJ/9eR+HOMPf8h3nOB4jBfe8FPGWb71un8txuHzrgpcjh7uiD4xr/vRiXDyiACCXD9K1WDTib/xrxWuOly90dv0a14Dyd9F+1vYBQ9bHCw9b/JDcf/dINcCjKX9N8Li44tgRMaYB501NRqNxLbVajWCNF8HSFCtY7XZ7LNggyEGDdXTlCSYSuTr+/MWctToWSgCcWB3bmqxWUKgWx6CINYA0Vp1fbTXmk17YXR6TI0bMuEY9RhWwYozxPWq/cGOwHlKIHI6Jp3b7KBAoHhQOF+ewyRgLoTg62jvXCwTsPbS00tPTc6nzxtuLby8eB+viWr66OnJ+cPhUY+PAxTbf0TPmysnuN9UuOTR55TfnFk5cmrPGobLaR2MYjVoBYSA76DteG++/t2fqny9kViGQAxAfBazPzR1aWur5xaWVlSVQ7pmaWjx+4vHjzncvTT39pVSxwx+ZaPY/HHn69eK7U0tLo4fm5lambiyujtxeWHjv1JfTH7x/5tzpsX3m+roDsryCPCWqbafCCKrMa2/PlSKIVNreriHy+epN6uSkVzK371C82UwRQVi/7/QnwenP3vvH4eGPPz54++nZ2yd/e9/X1vj5Hy4f3t82cBDsDx4cHr7sa9s3WfqvI4lX/Hz7O1OdnSduD18eGPD5Dl++7Gv0+e4M9F8c2xcMOp0NJYFJyYG7Y7Sf6zwTgW6FAopMTFQ5P1uIHj03/f6ej/ZWeKtKq4qqflook2wlk2EhbGgmUwymYjKfnipkGxgUk4nSvtu1TQO79LvYBooe1qhUGpZeoCfWuLq7w/fuTM97GyoqAnUNzpK6vVWl0uzi1yFou07EgdLk9OJUZk6xPluvSueqCXrJXxKtArjqpdXbR23OoM3m9AaDQZs5FAyaQ6HQGFiO9o1NhIIN3ojbNa4TTTxZpusUOr+BHyE3310OYUoZ1fBqrgFOT/+RgS3NNRANsMMAw54WmA07QO7gpcNlCKijslxwIWIwCYWGDIpGw0YQgUwgUKmvl+lEQ/ee9F/1DtlsXWPmBhSlwjn0V2i6bhFHLpdvTsObXLu5RHItPpNB4WfxvNwPVhIrv7jpyMh+c4GrLviTOkuXxRY0m4MWSz3ILaBYHzS3dpmDwYmAo7mbN3i8UbRDkRT2CuFj5cGZ8FCDTKrNySEWFckkEklurgCRUhFk2xYlQmZRkW1aVMraKhFsFQhQllZQqC9AEJVKxVLr9RItOF6yZRNt3qPgOO/57u+p+VlXa9dM1FxYWrglOzv7ZZGcQKilUF7dqadiNXsPVB07dmAboi0ZC4bPLCZSBUjiQyNtn3DZMktX6K2a4IS3Iej0Om1DThtQBVsoFLSFuvbUB4ewiMPvn3kyaxFBIsfFW2F2UL5nYshrrthGZWTiMZuSxdL+gKGUCRlsai61CCOo2AiLhU5SshFEqJ1EGLu2IKp2JazaSWFkAsEoKhYrV5pDvJmnk1uid+7PtP76TOitoWlbYa6WUYtnvs7h8GvVTAZlJ4PBKrKUlBZcv15aJCsBl2N2NYHfpHAXVhY+YkLylgpnoNJpAcJ7MXQSC2BYhdNpc4Kt0muzgToDDerOOn3mx0oOTcT98ut5ZToUCMANNozOZ3JoeRVwam0xkyKREAnF2cIcgZSbUqtl5wgEZGYtK52CUNMpepamuJ1Brq1VE8rBpi5WaSVKw91ruoz56H5f663GvvpKr5dK1PDp5eVp5du3A6WvZahqi4sprLqCrbva2/NkgorWi339jxL3a6ba/tXZqKBZTjMZNgllyoYSZwBFcl0o6najeagLm8SwyUnM7TLQ/d06hePi/T965TQF5PX5AiJdi3/c5XaY6MmcZhim4zMJNC61jJZMyOGXwbAJT6DQeQLUhE8RmmAqz0CkCDPShel0pjpVnqwm4AlqBquAl32lSPTy1eip2b5+363Q1QK3nEZh0zhQJqe8PEVOw5PpeAKRD2+VCPW7dmlRtGLf6bZPF3oTNRQgGXs+PNiKcETd3TpdOVMLo6iLy9bAwIwZuJosGFhtFHYBaZohkU6nkM8MDijlNJ3O5OxoBWdA/uZmGs1EoPGTkukpKZlEJplJZGZR0suyHFl0PoHHc8HcJAML9MZmZ8HZbA2ZSE7lazbLN2eqkxnsdLbQffM1EXc+Ony0o9E3c3osTOOkFWv4EJSSxklTE9LweAIhuZjCpKiEwHhItFqkotLW8flUguYpvoSzPlg9v0e9XaRTKHTlFDKXyCZryHAMAbZGgwpQFJNhLpRtkkPdAAFdePqWB/JDkJzuvkmj6ThggUTlqWkciJOWVk7g4/GpzGR8alYWPYP7H9au9zeN847LoTKEmDvg/OM4SM5njM1x7Mz1OCBw/IaDg7M9GxkOHIRTbMc2dRAW0po4jjRXm211krMXSzsvylY1m5REUR2lWaxEy6I0qWJXWtJ22eTuRRMnc1tH26tqe5MXexztP4i/xx0/pEN6vs/n+/l8vg+6o1XfbbV2a3oN3fBB44jR2KNSKxTNKoMCnGLqiOh5C6xUIMJmZii8Pnf78cX3Lj2/vm6ymyK4QqEfeBU4yIJpQKLcajzilSJiH53rYwnf7Pn39+jX9P1vfn/+6nLUZB8Em9fAdx/q6gojMGJFLLDfb2N8QtCXWhKcvWF1h313xg8tMJqhjmZT4/GRycVutx7n1VpRKenVBoOBl0WJV0Iqi6pH0WZog3mdDcEsPV0QFD0YRlVG+CDbpdMZILTbMNAk8RCv0yEL5rGtjP34+s724599uH1hIrO4UKrnpEjEtDt88IxrZTFXigxGeAAAlJrvc3jK702ff/rF3vjhhrd/+uniIpjdIS/eCLiG7+qCEThBmhGM9Pud7GSK44pFgT5tbDcBjAyOWFXezqGRQ63Glc2HC8dMjV37VAZp90RFE5TNZVFLDoW7SIwmsR44QehgErOgGJEYC/foEBiDkB5tm8qg9Lq12awoWqL+SfabjS/d+9YvfvuH2esfb5f72/XabI5vidgHI1k5gksgIrKINg0MiPV5HoPwCFWdnl5L/2NvFlEbPrmfbTp2zD5kbzbss6I8qsMwGHEQBBFjbT4hJTBpD+fz2XydB5V2YACbFrYu1xrHxrJ/2ri68dA9olZqNW0QL6NaCGiVmEsAs2YhE6QDS4gWOpZIYCULShJOUmfRYTDLWgBEtAAw+sGIJPEYa/OP/flBOnLkzqP/Pp/955PPnt7im/CsJOGRAXDAZQmXZDkLHjh4AVRA5PW4nJ+qVr+6+e6erKA1fLFGWrtPH7cPRVpaWnOotgtos59wEU7CD6w8EJ28h2EmBXPY2jK0m6bO8uV3Olcnx8I3bj84frxRA6EQD/gJhWJGlVhyQIkERWEJG032kyrK4cLIfqwLI1MwRcIIAjvbQKVolTgY30BEr8QIRmAKD1JD5tW5b7fn5p6cObNm9kqSFuRIlnj5VYAMSKIo50T05Fd1EevDuMKt8sy1Z//ek4tMGn5XWUJ5FWts8R7qVdPOKAsnYCpGOBmGKRY9aYbh0hxTd4hmawcQgcHGyfWjveZzN6rL0+PCMXe7gdeA6EV6EYymeAuHIDRspixklGSdmp6SywETLIImODhMwmwYoTVvqA+oD+D6JhzHlQYjIWQqozvfHB558cPLbYCAz3+1YYnggPbbNai4m4BXu0KGurMnzwYd9bzDJgSGR0fHp6pr7++JFWj4fnXzlE7FT4454VNLpHNy0mnzO10um48BBJj2FFPBdMpzVqdV9ZiADTgcXt1avruwuvXow99X3rGbmhsh1cERDQUb+zDYiooizMIxM2LBjCxBg/cYwsYIGKYSxihCm9menkPtLQealfqIqcmLNxmMNqFS+duDzkHkzs7L6adPb948Opdpc7c0q1u7IciglWUlGL9WoVS7exInXZQko9FosRCqlE9c2fjP23uSgF9XRk9UEMRwpBi1+lKc4AObUA8yzhQTtXGeUCE0MRHvRxXuZjdQykHsy/IPbWb21PK9M0/J3wy5JbWqt11F9VnNNAxjoP5j/aDljVkw2OY3dvZiFOy0IaA5QMwE7Y+aUVU3qtACBHi9uBdXI8505tyL+y3ehy92Xt6bnf38yYXlazWyXdHcCrTi/yUgaw2S3mvKlcQsHgG8QTNCPjR15dnNT/aCBRv+snRus+BxIofMQhhOBZaWhCKYeWHSxxQZIZ4slKfGZ0IMpna3uoEK2jtXV7bcCw/N9/9++dIHdrebVxoAWikw/Q6b1eboI1kXwToJB82STpIGLRBLB21Rl41FnJlUiiEw0CG1q5QSKAJJ38oK8Vp5/b73jfidr7/7bm5uenalfKc24+ttVAJiEflsls+CpsEg45EOb6mUy4mQUaQ0pKs2PF599m7DHvigHz/3V1ZGMz7/kjHlNBMAkb5ippJPFQVfqlZLDk9NzVSvjcdJsb3RBBBgfyezc8O+cHfRv/zLtTG3qVWpBRJI5WAjLRJRkiCcXIy22VyAOmBXkOCYQKbflebq+TznEkI1gRAIkYhhqEHLA5aj+jwToZmNQsdi+tZHV+/9/MzHlzYFI1ViaNTAizlIzIqQJQvoT5bxgQFpPl/nkhPzGEUR+fJw5tlP3tz/uouD+/f/1hcurBQKvoViJrXEEMFULS6cKoRCtUqmWCmEkuXxavVENclgEK+3Ax+wuLlzwz25sHhEV0h1dIAOwsBDGrSPsmI5iqCxkisd5AQh2J9PpgOeNMfFhz+NJ0OeZDIUDySTeZuLC/anOVAioMUplYJcMb/5rNLBZAoXtm/fPvrZ8xX/iMmkuRtlXPNiXw6SdoEwz83LpZNAEEt1V7IamgdfEjhXW9r861uvfeHW/h/9S08MjxYyKz5/OR5IuRxcMeOrVMBHhVotkAkEksPjU1emZuKcTaU22UEPtPb11rHF05jz8XZm6HBHs17RblShfSBoIkbH6g4Xw+VTYMzpeDqZrscnQqHkVDJUTQ4nh4eT8Xiwn3Odrde5eQxz9TvqRSL44ootEh+tbD66Pn3v4kf+9Gk6190rCPN99Zwsi7IkoTEuHjo5XwKMCDxifDgJABUIVJZCv3ir4bVuxr37TwZ/DA/4d1UlVK1kyuVAmo36fEsf1AogAWCvxScK5fL41Inxgsf2P1Ku/6mJOw2P4igWCUXkizFqggIlqZC02bAQ2KyGTTZZSZSchN01Bi/ruiTDZZLGGQLiF66xMqmlXCvHRMaehRJB06NyHFGvDlPlDpl2ztNWR88BFcQ7Z3oz13POuRl/uHepfwEs2SHfYPZ98j7P+zzZnU9jatmePWUTk896G2dMHVMPj7XKfvH2jp2rUuXpWdVqhdluUypCGK2ldBiDY5iGJkmSIEmGxZkgCzoS9PIcjqEKBEVFRigQJIS4TDo0OlHWcHd4fHJyYvTK/rED7zak5lWuX59naW93O8WvTtptKneI7m4PtTslle137AKO0TTNYL7b8z8vU7/48wSrV+/7SbbOynFBnveHg14/j+uNJoVer8E4nmFIDqjAggjyXi+OICVgTsuPJJ9f0PROnpg7/dvLv8+uzV+TtkqSLk83fqM0qZVgHxGCwjArhWKkg8QZhiBI+E8+DGe9bJD3BkmCpnQGig5RKOwGLf2uMtLWXRsw6sMP7vsm/7E/0WyukewUvyxROdXVMFVsJrw4tRIQ0OpCCHACB/QwFFqCcxgmTr2ztPWXVi/79b2GD4aZcZzlpyKtkYifZ3sDPgPmcnn6oklv0uuF2v1eEELBKk3Jzy8v9029nDYcnv/Nv++dvTRYLju4cl2upWajylZi1NgVRjXwn0StLoIgAD/CR0L/+1nMhREs54c24FkSwym1Aum2m0AgNGZpodA5tepNOn18dKr39pMbNx5vMr+VJwFnmVVSbSspdubVaEoy8qRON4IqESvitkhJHWKlQyGOY4pvf7tviWtRbzv1w+3nd7c3esOsg4t3tg4ABJ4472OsJl84Go0ORiKRzv6E14OT6iLZmh3ltePTL170NE8cP3+86dp4+Z6DDdlvpm/IrAEEqpQKpdEeQjHa4bASAslhjA+mCIyRgMtBBKHJeOgBLzxDIVodFapSaEqWp9WPRMc3Kuu2Tw7cH+4Zn2sbzUi1qFQ1zgyV1KaEDnCrJNKsTKm7xYzAMKG71YUORGkAI+DxuLY0zy0xD61+53/m5LmJDD3CRjjEk+yLRAc6p8JJnkt6e5lYJ0DQ2dkZjcRAHdSyohVnaj+Zmn7Z5TrYMe55fOGiX1besKauUr6hNL2yusRo0Cg1hhDuIDDYcBLoQzIkEJ/3MDgbXOilMIQYmKqCwxSitJqS9Oy0+kT0rsL+5oGh0djVxruzc/3qurzSQpVFJRGF1el0O1WWAqjfrlOHEIQSQhnFIVqnU9Mso9/49c2/bXt92m6RAPzyvxXXH3BbOkiCiU15wsn+/sHorHjIXCwc4zyxeDzeH09EQL0Ua+QpEIX++uRlV9PwJycD3vjD739cUV6WWgkHDBnSqSyAz8WKUKD+ontkQAFwUfi9PMtyHvF30C+SKeEnEyAFCFjOrJTczZtmB3zVtpyO6IPJscONiYEBQ1ohBCsLqKBULB9k0OluaWlv13W3oxgC0lHvxnGDDvP0bknJPrC0paxWL3vvO1mjQbK3B8ex+2PJcN9sBDBIgGgRGLewQdP6/TzPaVbu3rG7/GD+8K1n09MTZ3oGPrx4/v2/9+w5s3VdoSWz1AJBwFxtt6IESsBN/PxF+sPcAx8RFCcg3A8GQUvI4MgIGxSIEKJVpKesyJ4ZGJyZ6S473Dc00He45+rQkO9XXxcVpVskECskUqk4B6D+lm57t90OJsggkC31TgE3IB5XVkVFzk+7lgbAvh/z/TObZCcdDOvh48nIbDKZjHkYh9VkBTsIRmChmUk+YKwsk8nKcleGnz2bftFxcP5f8HXuIQAAIABJREFU/7x09sLDtuYzzUVwrIWlqpI8bQkKgw2nBPSOAH8jAgBVQ92wi4/Fe4DBdZa8A8YopNO+tUFVutwwH8cIdxo/1NXV11sdiLZe395wpDLlDUnl+nqggOh+xQbo7u6m7AgNsURARGNUbcUdGyvy133+3tJ8wK45GZEozl+H4CQfS/bHkwnodsbhgDRgMuldEIdDAAUWCPi+kb9xRCo/OfTq5a3pu08uf3b5069OX/vTi7dPuiU1lal5eWq1QqvQoDSNYwK6UHqQoQADED/vAg7QDAsbgCDALERCyiM10s1yT9cPPKmrfnruxP42fQbX9uyBeW+FChqqwOJ22tRi/W73AgPAVIq2Aqer66WKEhOjyZGVVfzns5/Pvi9bXA5Yto/f3YJXr03RUiQ/4e+fSib9DBfogOL1Dr2+0eUK0bjDh1lxjKQDmq1lV0/cuzY6Onbj+2PvHzr05Y2Hh/Y2rzenFhamqhQZJrUexJkQwAJgmAAiYCUduECy4CQ4sBMgigCEIJCUQBJCiApZszLk2ZmzTQNhxsQ/+nPTuUGNLpx4On8zV15YV1CQoXC7CwqgA+BHrW63G8A/eXmSFVC1xZapRkxVa2vzdzz6w7bXFyAsDoBTt91bNmxIycnAmd6YPzk1lfTHOK5Kq6mq0ruMxkY9heIehvRwQU8Mb9ycPXnh1XTn0PTLix8ePXb0i/7PP/KlNaRmloIVlm4BadYi4HxJVGQAHsC1mIuCqOPFsAAOhIBQjePXBRJeJ3EBpa2K0r3ZVGtTJMn1eh+dGOqK6oxsJDk3sH1FYYEUZqHbKRUZ4FSZbWq7XYdQGO4fuU6i5ro8iw4/vB0A2P3g9YUai7qYBozw+RkBa5ZvyilEbjr4BJ9MJhJ8gHdVNYKp05sABZMVBi4fDodjLHpgbcboq1ejE9fOPm/9+OFfProyeOVoWC7baSmFDrApi3V2xETdEQQUco9AYA4ThVgpBGUwl8kHo5GmUZQADrMkSohvsBrz1uT6m54mPCwdf9y2vyuSlWMiE21zGXJJgQVyrzgDFnap2Qxj0EARooISBFIgNbpo7fLa2lW5j3+36/W63IviwB9vOer0W3NyipxqYYQf6QcWDIIL8jisWkOVVu/Sd5hABWNjY/FwLKD/YDP11b35yb5z3w3PHr/07fnTH3/65Rfpu1etTC1MX29TGiGjuXCB/j9n1x/TxnmGS4JCUlIgiRHgECgm0ACGmc4/zsa5O4HPNr4My78wtksdx47jGMHNHkGzgWnQmSUlFbYCLDVpKoKDQ5YrST2GByqKasggqBsNgyxkbZqELF3a7I+tSrVpifYelab9W87ynWRblt/ne9/ned5Pn78jCBWKIjq5CjpiFV9QKZdXVqkq5QI5qCSCuEAklZUCIAvBz17LvXd/vZN2mJGR3pCtObqXlUKMra/fSs4zMgNvNMo2GMDKtiqsTAdI4F6KRlBCzq7pOFfD1Ro4xQ/fe5NZu1K+qeVlO5LeXijOlnK1O42tLv+LxAtqjorRASeewHUIhlWROrQJbfI47D6wA46OppQ8768fhx6ODvScfXT6L5duXxgf/se7RYbM1O31Gdl1H5cK+XId6ClCkCCFVXKkAJMLMXBtfH4lHysoLeULSBKSgMDgM62k4Lh0S659JdTrVJqxgG3UZovWvFrId4/O4qIGRW1t9h6r37pxAAoKq6ygAEOUMYpWEq2o8LhH97JYO8TNvPP1m+WbXjCUVP71vm2p0OKKt8osNNgUKk5FYm7K67XgBAI/Vgd+3swQui/qm266pSlefzw7OrYy03V86c9/+/2v+kdDl96NDeWykrMajHUVPIEQQYAEXRAlSWICUkGWYpgQYw4BXMDHIfAWsrzciisTLpdfqn2NXpmIEollz1jzjM3W62vkNzpHP1nNypEa0/aWWa3/A8DqlxWo1SQAADWACOSo8mC+mCMSiw8+++133dBmMiDp9S7WlkMarVgvPkw8jFBuOhp30z6nI0ZZcBwBNjc7QLws9rDbF/aezePy747PrFxv+mb26jcXfvzOL6Yi1z7sCqTkZkqztmfL0ksLoOAhRhdJkAIBpsYKSLWcAYAkSdBHCJ2AM8HwAKOGLlWq5mTvk3l0kFj2dvYMXOwaWLRN0GO9dy3p+Q1Z6Wl7jP5apgKMtQwC0G+rSZfFS1MEfJETxcUcVq6+Leuvb/3/WrbvNxew48iS6FgGA0Cb/qR3KWCmRsLxqM9poWh3DIYIuNzhsOCofdJntyONkm1r/zk/sXDw4M2vwitdpz88cSMw8O/Zjl3JL2cVlaXVCZnpMAyBGiAEUEACPkZiCAYVi5pIAnfhOE4whwueEL/d3HgvWzK99sCh9uP8QM/i4mKw/0p/0Na+PtB371DK9uJdFVZgQmt3Nw+uAEEdD0hAaXFTuKnR4XbXiUXJ1fq23aFPk3ZsRgUZ65D0m9V8zuFcZof8NnHTWG8sRgVoajIOKNMxxr8x7Svkf9jpnPOgyayznz/umr/VUjmtokZstub2YNfFD24LOSf3ZYNpLagQyvgVfMhzHIV+CEF0UAcw7AKgfAvwAvgjFwMBowQo7lTig4Op9bG5GKIeRJYfdQUHghcv9l8MNo9OfPKFPyV53w8qMnjsbHa31coTWmuZhqCEh5lAB6Az1zkoC5dTna8BAJbe2pwJ2LGxP/RJTi6LZWBuEKgfij56nohEntPRCA1sEIsx0wA+H+VlzuGwcpeo5cG3j9futLwxFz97PRoI9HZOnD9991LXUMsxkahYWFIhY+8tZGMkmkBIE1AIiuMkCooPwy3AvUoEZ+QPCAJYQgVp0VpprF5O3PSQjUgiNj48MABwDgSHm0dXroSWjVkZO7cXAPMp/H6gQkYMa9klCp4cdSWgnVDZnUe1XAmMXNuZhfc3xYHMfv4vlf9rvzhzay7HoNeLDeL8lfsv8NiLsehI1BsBACgf5fPFKZqGqggvrG4xFM7MLt08+dHV+bVzdjDM4Z7xqSuXbv8u03CsrD45Ja32EDu9oqJgcBDKAAYa5JDEBWaIFyXAvbUqIfeVBEEihMqENlZVCncd0lhW58wqswWhZoNPb0AK9PesT3WuXLn/IK+FdSAvRVqr5vm7jWXWbmNtfa1RwQMnYFIqw6jH4crVcplh02t++PPN3Jvku5t7vf6Mo9dyRSKuHhAQ6+unxkiSitgd6FiAomgAgIr74qCAI5P2hVP5Wvu3nz9xtpyd7Lsc6hvxnTtH9f8hOHXi7zWcM8mK469I6qVlZeklBcB4KgRl5gRUhAoHA4Qz/RTYIAJeUqIgEPJG1FRZw87U5llWb3p0bqLKPTz7dDF47dpwz0M60j4aTDQUs5KL99Sxy7qhC2BbZTLGDinUGClALW50erqjaLeBa4D49YaWPx3Z8f0342QSoPylI1PiNrEkZbdWItbqDXqxZ8nMt3jDOkcfOD8qHqUjED4d7YvapxcUHNZKKDRfeBgPR8YvNE9MnjM7Ok980P/s7UGJaH9Gw4GcrRnSwgMlMswkAPIjEDBDctJMMPPKEDrIKgIYABHKBYSwsarjwLEhCe/69AOl3SJXxWZmvlgcH77WFVrQIdTkPz3bUncXs4ut1vo6q1/IY3ohcEM8HgZ5hLjsBF5VpNFqmfj14tyuTf3XbGM58E9WgP6r2Q3VWo1YC3XAcrardEqnLxAOU26KjgTgEYkE4nb7dFOWRDfxOHS95ZceZ3twPDQS9nS4+26cuHDpszfyRBxNfkrOK9KiNCBBNUlCESCM4pOIiQnetfFsNSHLDAAgkILKqo9/NMSVeKh5h9LtqDylvD9la+7p6em7PBtVxtbuv5BKdqcoYNgVUPzdaj+0w34rD4TQ5ILuCrfoajK0Gi0Tv96Q+2RTm3lsLON+v7CtTcwrklQDmtVQA4Y/rsSRhNNBxcD4xOjIGHM8p++Em66rWFu+Wh/uO5Cnsztt4+3RgM98UNc3fuH8l5/RnP2v7pSk5uRI2QqZQoapST+j/OCjSChZEyN80P6C9TW1wrVVjvEEMv7RbRpOrXe5M2HxKdXC6fhac3OzrbMzfMdutwce9v1UUi0tLgEGlA12+9Xd3epuv5/Hk2GtwKpKs4lMFWk54ra2DQDm30naVPzlSeWfctrauAqpiAuuWgwgiLfNPVrGzAvOqMNOj0UAgfb25xQdDa9ePXXm6Nz45aac4w5zIGhzh3t7LXJBtDn49Mv3opqPUrNeLUtPy64rK5EJhaWlmOK/nF3/Txv3GV4hAhLANjYG21xz2MRgjqs5B5+/hjvH8flsn5OLMRhsQ6CxYwwUkK9eFhuCFCovYfzQdelcBt5PoCBno2GhE1lRGzqSKmk2rasXbZmWkjTqmk1qp33RVE0F7XP8B9QnWfJvd+/nfZ/3eR6/pxcUK0h5wAIAHFA8OfbgvBRKmnArTiIYoqmrh+RzI7ZNQDBCDVdGNhcnRkcvzqZCnihCcW/sHoft5bUKMshkk0kMYw1Zw7TDgSBKHUNQHjKi9qpQnrwA6O5Alz74VgHgR9vfAgFQIS9KUTsIAcTvS/U/LaSZEVssFeHGM/lMHkRhfOledGTz3JHVj/+aq5+iEq78jVkuks/ERkYin//4zruP17qqi0pLm1qFupYTdUoERxyICfBWEjTCoN4E8MAE8BBPAh6cBITYgChJrFnR1uO1eoRDuRS3FmdbydT6ysWXJxYjiQ1KrYvcyA2VdFjqZA7KhKWTSROQwlmQAeQ0Rrc5FBLC47agPtADOngg6LD9YP/vruy9pXH61ecW83mjUiOHfZAdRgEjNNft7HZvM6Z4NLQVvrW0AzBgZWUpZqMi52ae3bl7oWakL+GPTlxc48ZTsUgokh+dvfO3ja7B6gMBWdlUi+KkRAFEO9DrWDYeB4APggDqPs5gpjhvAgF2TJIY4sAUmNvbQ2XrZURqObyVbtXHANZM5FORjShS6Vl7ukJAaHHZsUaFqZBNxk0ka2Cn+0FL7FYISmEtqy23230+lV3s6zJ3dYz9aP+7OV7gt9qcfeeSuLNTKjleWSYWQ2K7D9SBndvJqrEsSYX2rCu+Ga6s2fw5Rr377uJM79xIiHAi1OySzRadD/VFI8t//uhxHJUeDoiaNCdLDW6HTpmmWSaIgBLAPVYTaAhJxul0MbghSVoNLIs5lA4lhnR74azHfajpFLccK2S70/HhlaXxcVckMiMRmObz1zwqcYW8tsrNsMlCkpdSWJql6X7MXa6q0P+6FrKroBKQBfyWN1/122f3+f/gHgk4evTMqw8XOs3ixkZNpUAuFYt9KNrVFXg63qjQK4W8rgUfUAnjHBEmyPaXP78/5JzciNlwRO+PuahEqI8yJbitm19lO1TiAK2oFEoasDYtQyqUlFbp6cOdeo8/2GdyenCPk2+NTtxkwBxaB0bTMgGMBy9UoL4BQyYfYuja43oCCLBhbnJI2TK1M77EVEtr5VUKRzOeTOJ6HYljWD/dQnfLpLCmXdeDwrBYhfJzjeYuy5F/v8IvfTi47wCcfkdl7uyAy1s1MuGLAzXVEKCE5o7wqK6R3VY36p0maqSvzxbmXC5ujaae73widPbl5iN+pA0BCZKwRdZzVuLG937jM6M15V6BVmRVIA3tjEmpN7G4n/J4bGycCREeJwE6AqABOIsxLOlwYI4WSWWzi9mbguzhRne20qJSHEkXhpdcyOS5kts7VMZ0HBLLa9Wkoy9pQHSsQWdwqGXqlv7ufsX2XLPP7oUtKOrjBztR1cDD/c7MHtxbcnn09K9U580gAPKGZsmVc7KaQZUPUMKKzAM/naZbj7TrndaZPiIKHn98q2rl0v2xuqHJ3KOoK05eZsKxlVvXZiPO8J++3ulAIbSCNcg0QkyrbeetOyBvgOQhKIbaI0H8D6oAuqKBNeGkUmcgG6Zs4R6L3Q7bVZLMm3lrwO1lt7aiLpzUCw/MpHI7lLQL0pSXuk/oSEwrS5MIrZYJ3GrZdNa6PVOugntgiwrimxcIwFjhp98iAC8dPX3mg02zT2Usgo+1t0kun2opgVDeGai/fonLYm1K3hW1JUKEK8FtbAcuPtkeuCJZ3dxIhUPhJOKPLk9MLG7MTLz1227zgnFA6nXXKQWkA2nQ0jSNOVilHjcYcBIIY4AD4AtIAgbnPRFQC/iQldz9JGC32y1eo3j1+Wg42xPoV7sbWZ1yqG6AMPxn3KFCS084ewKkyC0rPiCokh+Ti2oF8m4H3s+pLXCgRyQGNetToV2o8cD21y/slwUCCDzz+6/+8Pf3LkhriuxlDW3tGlw7CPn2+MB7O1/mtxgKUNgIb+rbnKHlQeOTjxU1tyOrG3eXU8NcAgsvZl5/fT300aX/PupY8EHGCjdCg/6ub2+jJbJmRNasbdYqlXpEp0f0OtxJMlbeGUT0elynMw3NTUZvnYNBGsNwydWSh29PxNP2AE0rDSwyN3bZ9ujZ7oBKZWzyrylZd0AuEJwUyeUyWYtMqNCeIhJVUGsgYIHLysH9+lSQ9LDiJ0f3nwBnH//zX/9ILRiLWmvF9ZUDkw16nUxk3wMW1aHIp5lYbDE17+Ii88NB63ym4+r13d6x1dFP7+VTmTznaH/6/vvX58OLX/zswTQAIrsRkiIzk9t40qCdViK6YJAEuJUMJnkrNJkEHBBkAeMBbRDRZUFpuEK7qXqLFy6GYeng1aknP19qK4Kr6GY11vDiZf/98TxTilYba45zLoIBOdNHAuDFDCxpsCKFsFckch8rLYcD5TxqWSziotbnZ/f3/PyWkNdufnHzmzEgJQ6XlYw1GS9Y1WpECPt8oBF0Lng967GV+cW7cVbTLpzKcr3msdXchYHfbXz/zR9OrGRCV+hbl95Y59Z+8cf/rfGKFEWLDzv9txlTNolnGSB89kZhCFuc4k0Qmy1OxIk9NwhUAZVIuLbW1tMWablIJK6QVg+OcR8+CAUCgf6AWlAp3Ny4PRu3LAwWiwdbNDoutWVzASEdpEw47gHEGlEHoLriikOBHq8IgixSiwU+MHBvHxtaDn6H91BfeuUvd3O5z6bQTrOxvmiwFzL2Ct0ySQsMKCHQBGa06aRm8gRQ/cTUlC5ouGo2NvVehVDv3OKXH+aHIyfo+Wu//Cxy55vvPjOf7wS6FDoVZHLBOXDmgPMTQf7w+QscvjPJT/NM2uIFW9xWyFpzhY1hF7G17TU29dQc+j8l19rbtnmFUUkQaVPiVRIvoiyJtC6UFEq2rBtNR9bF5mhdHKmWLCduHAw2XKNDhnSpPwiJtgkz7HxIh1ZA4tbth7Qril26BUuzdCuaBs6yNe2AbCiQLRmwLimGYgvSFEOABcEw7FV/QSzoxQt9oXiOznme8xydl2w+ZXasBn/4u78/a2o2AwH71rELly5+WBfKDkuLd7vRamEb8OCZM4lEstuVQ7vtLpRXXIMsbnK3DDXBSNrtdpPt1pM/jbWvAUYH9h1+9HmOvf7xf8/PzeVpc8oaiPCoxsIU6uaFfp8B0AvAdqGsdscXuq9d22rUUrYCaxT4o6V/nHvvxObm3c9v3bv8y7P/A/ZHQN6gCwuTJ668djyRKHQ7FQ9qDQTQSsATlqvVWEHujJzYBtSQnh5JHPcWqrvPhTBpsIkysMNcJqEjq2Tpzs/v+JrNwd4H52/f+SiR5x2wDSqXyRQgipSbtKg6oABGX0QDRqVs5HJhlqERmFdSpBuxmwzQ9V+P7kUEjg6Mnj43u3Xw8vu3O3MZRTGkanIqQjoJXCVUpCb0W4RAY9TrtUierMrHnz/Uy0TyfEBHUzwfufHSJxvLyxsX7/7t8R8uZtYzDSGvwIcmD6XTC5OJRCw7rzb1Fo5Dbosb/3qGXtV9uqrr89UwA/zSQVcD7GJsCYAaE2VoVBR2zXl+6q37z+s627v38OQhc60cZAdxFQcIQfJGHmS5Ui63wBtXW2WILLdpNRfzQYMKb8rbbSbIYHj69IG91YGHX7526vwff3qiASzlDSSJKBQfURg/UnaqpNKvLzK1siIIdkuYYLJvfpqvK3lBMJrwo0Jv57MXXvjFS9+//+cHr2wAAc2nUg68NLncJ/v0p4np2FJTV5s0hEMIhID7xXFgCmQysy0IZc0WHT16ZHGxo4c9FENxPjW8BLgtsFPe+NnJ9Eru3n8ub6eEVSwQANEDajOjzcy7FZ4kFdJdRiyIBTIaSZ/s8xFeKepmBYVM2Uxmc3Pm3b2Nze979/7BK8cufHG3n71DtkjdUicgvqbAesttDYNvFCI1stxSHKzmDUlT73TIFGkEgMuziKEn9N5+8eyDV7774oNL9fVG3mFehKn9y9MzMwDjzmTTs5pPJ3x+FVebKgA2mlb7w/Qq2MJMJVAJB62yuMtUmxwnh8PzXR3fX27rq3njx1/85NWrn2wkI3Ujjeoy4woXgh6PvWNEyhakv8otxITTKgwXGcnb1KgojkcUm92O0DB9fW8jwwPf+urW9eWx6Vt3P1xZtecMkYgAgoztxwBhhjg/ApKORVphG4tyI4nE8vUJE+phYRsPwk3p9YQj93/w4OW/PD4G4r/mNlqPUDPJpZGxZ/ZfLYHyP8FpPo3goozqbzZRsNR5nWH8OuPDJCfmlMVqMCR2Na5YxDiu3e7K4pklLso3mv96uPHwUiCTceSaKsNSBYzqiF5PENOBM2nU0Go2cdrPENysHPZyaNQJY0gNsIAJYof0m3ualBoYffTjY8+d6niWf3uF731gMAt8Y1GxWZCUQA4HXSgRNeVdu4hFD1pa/pFS6cLyhGOY8UMeyA6V++GBbP/1wVsnFzLr6wAa0PymN+stFsbSU5OJhdBMXKJyIpYLOhm04vSrw34d7Iw1THCYHNewuMwBNVz0arPt4lKx3W5LyUT6eKuSyXQ+uv0eA7QJqaoE7rSqOifLoU5uDaWiUZR1oXpLpVGG0zhvbsWH+/1+asgmmO0IQtPNm3s5OfLUvtffPDW5vUWuXny0OddYzXlstQjvMLkhv9mu9o+1OF2I0aqqmsthweXEwas3hz1RAFmIcxAIEEFoNHYfPny701gHDmjwbt0L5Fq1IKWnFtKl0piX43ycRuU4n88aZaIepqnDw1GXg/BJlCSJTgyT5Jikefs9vjZYsfn5qQWtmd/Z2TpRAVKknjJ7dNzm4YocFY8HgxTHgeugMMgoI0vDhKYTQYzBPTDtc9l5k8FgGDL4T+3BAaAE+tHWSgek8vuPv3djri5sbpkbq3VJwU10kFNRrKhxhNXODgfDrAdy06XJd5ZEoqKHdZTtGAFB7KxnAuMFsr7ed4CQIvfPd8e8hWA8+WwCKJ1s0efjOE6ighgRdhKE32VFGU9l0eOiMDEoF1xbBS6GVcd88W63HYvNtmP6/Hz2UEsf5Bs7+X6P17ZoJB1lKl4tymsyMaEmmxzBMCpwAmSG6DAc9lWGUdw/BDMkbwP20yACPvv9d57c/j+dGz7qiDR6d89++e8bDTvv2TSTZDTqhxAzkeSiVCgpRWE84MIY1gMHHOo3Xk2sbElFrYqyzSQHioT1OYd7bv3rVybFTmjtWGEtVMAS6dLMdHp6WvIxWEUWRYZgPFYRw8DuHKacOQ78/lih0JFDRVmUY95YKBnzZrOx2WrMO55ozzrA5eoNtyUQgPg8K8djyfGCVJAlQiOsIC1h1M8aWCZKMFpAhE1D0SGCzJtNJgMIAkr86gkfzD/w1IHT98WjvczczrUvD//q242ezQzZjniUg9kVyATT6JhXlL0TFM3QokvDh8MYhY1oDJHMJqocp+K4GBDm1uvVxly/IQswUPWW5GdC44VpeXxkKpvmQt6JguiMEwwmYkFK7J+/o4DxDINJGCaKnJaMheKSpPmy7eTsLPhQCs2OJMdGnl4o8SD/8ygeplgjWQt21tbG16Yr0+IYRhEc4/cTsBXGy3Q0F6WscRVSowQN5REE2E8P+3NvPNlfAwP7Drz+m7htB9z6lX9+c/TA/xm7utA2sitcJ8ZW7FijkWR7PJIdX8lSfGeU8R3Pj0YeSVe2RzPWjO2prSiO5MzWJIrtjUO2Tk3YhG3Kpi9lYfuih0L1sCktfSsECu32YZtCKaWFFrqFlj6k6fYPltKSlz6UQukZ775udh8GgZCF7ne+c8733T//udQ7WJ4q9rcu4F8086Msk3fseSxVKvwVJsuKc7Nc9lV19cHQ0Mi6ULX5TbZ89uxKaZtbKZ0uJBVWrMM1w0WuqROXguf3fM9WBUuwLEtADichJ4+JJIJBZiVCGEHwd4hPker7lq/7BOQtjzzfqnsWqh6lt5euzkomZBPTcPRADu0jFlYlC0s5LpoAQqZ4rsxgnsP4SiySWs6fWTk/mJyZnF1euPmrzwbApdtv/W0+AzG8F3/xCjjC77Z6ew+vZVqX0+vVI8ovEPTAqvAKQpajszlFwUR1O288WMqc3yxzlitgLnqxXBDjhX5pu98vRhSDUrVKqH6ieXbdAKP/gKoqsSzCW5IlKE7OsiQMEecJsYiAiKVR/5FAHMf30SPQxrruoC/4O1VKfT7LbI1ICXJzNRDkrqe5tgvO2dIJcXgsOrloGedTUcynuJyjsOXJaZYZXRqNJ4em8nON529+mhA4nTUdeOWL34ke9FqXL/f/EO4yX/xyb2hvTp0B4R+fM2qmw9TbSCKmq4BvdxChtuYe3901D/YuTkSivIUYS5DKI2eXClsr6eLwxkaU+CfNoK3JrqwZdVv1VWoiZKoQfgUziqIQB2PIe8nikULA0foEWC/LOuJ1XReobOgoR/xHvuGg3ENpakl1g+PgVbvpUjs4CtpuO8yYClLwAhRmVoTwQ0EkopmbioyN4dH0OCjhWGw2n/37s4FPNYHQ/9/631C633v65Jt//fptIMDtv8xmipHcQSZT6ifnvE7T9Jpukwhm02zKKvI8t752d3/tp3k+OsbtNHJERxLDr2xvba/Ez06VuRTZQRJ+ZLhQ/FxT1mRVBeRQuBfAz5o8AAAgAElEQVRIAPpgoJLEQO/PVgQ8r1iOIiMri8LyJyCMHvmUGh6kC0QfGcghD5wLVwxqnhgGPTFkOVxMsINsRVKQgpgUG2UZ3nISKdFiFJRfWGDzw/H44GhseHhq+uYvnw18hgLw+IcXihO9/tMf/eb27TADHj9J9kuZZLGXaYEjYGmn47qdmkGDTpM23ef1oFPr3Li1SxkmJyYcJ8dImNm8ur6ytXQ1utFweClBbRNR3QTy265HZRkJMrAZcAAArHBKSII0AiAUnFVA/cC4FUUnqg4oCLqva7puw+fpibVDjd/6zvpVx61XvXa9Lgeu4TU7LgJcBUFg4CewbAoIsMw6OKvi/FxiIZ+E+EMXHJkZfP/9Z5deGvyPDMAHxfResdd7/c0fXL9+HQD4ylyv32qFU8EHpUxhhq8cdarN7u7h4dGNTlPzjG612+l0ux7HiVk+kdtksglmYjB9fnxa5JkET7KSqaoVEh4BMsPTpVRAQIJw7UcXoOVZBMjAZDGBmCNGknyIpIpXie4jpJEK/JXge0Kg+dAOqKW3deNCw/dMu+qCrwwC49AFaimrqoyyWBJTY0x0WUwk5ngfkiuyPDe2EB8fHBqciZQnivPyz19yjvz0wqqBxa9+62r6oHfQ65fGP3j2pcWBc4v/Pei3CplisVWCZzvDTlvVtera98O9wvt37cO14+5xtdapupPiwjwjivxmQuKGt2KZvSwniiLI+ZurFvRrzUO67dqerSlENU3IcRWKiORIEHiMFEaBwEurCkbC6WNBgoTrZ7oaxhaqB4Umq+u0bujlMjYCI6i3q/WgWa3V5CBQK5BVADyTAPec4gABTkpVEtzcciwSHx9KDg7GIkNDM09fcp/Ix+N//KeL8eR4786dPsjNb7996dznFr8x3mptbxfihUJheqvVirMz+OhGbf9n7+53d291a7ud41qt06lS9soO5B8vihI3lh4eXZIXGmz4BqPwIbVJFTqbHZiCrWIVKKDCq1KpQPlXRCwpkqKG9QBKmSBI1mmFUJFAVSpQiohBNVP2fVWzg7aOJ9Vwr32tbjQDwKDbUatmBb5SyXHS8kYEMOASTIqX+J28OD07NLFUHo2cmUkmD8Z/8uLzL58DXPz3j/niQTLTf+93T/r3Lu+Gl08s/udOqwXiA3JgZXSmVdo+e3GSP7pxfAMQ2L/V3a/B+E8B4BuNPAxYdMTcyNTY0nOV38mJ4EoYsCurlu5TT0cQdiqHc562gFVNVyuSg6HtQf5buY/MErJAB4D88x1qaOEaITy+73mIhlcvmW5ba7PEPzw83UXnVqvAg5qhtW3dUnXMJ0SRAx3AMhKYStKILSxPR2bjw1N7gMO1yfzXXnzCfbQDHy+EvvPPhzD+YqHQ/8cfX793j3wYAvDhEJSAYrKYKaVXEuBxtsZHJpmg1t1/93uv3b9fWzOaMP7jgOaijSsAvphLjEXXy5O2ZjVyDhCAWZUqUAN03YOeBnkOwtbRkOxqmuBYUPUxDF5wCEXg/wQc3kcAMoiExyZBOhCQQjqhmgYkgDfD5XQyWYexn9S9cDdRM5xgqel1WXN1xPDsbDQXm4+KwEMtZjaGo6mxsXz8TGxw5mLq2uzsw99/0j/tPXe6EP7Or82JO3cmimnwAO+Bjn3j8QB0hX/NZkqZ9PS1cD5gFix5K1McOYNrne7+/Vv3X3vtbtutdY6PXFuMRbmFKW5zc2NsKrn+4LAmI94BV4cUGUoUhaJHBVUBEiAdIVWXZUEWFIYAdRF0LIKgKUhCyH1BwPAC9VKzQAeAiNId3QtPQgESxrErJdTd3btrxol7WA3ceq3dbAZCW1MFzIgJltuIMGKEZXL4/3SdW2wbWR3GaRI54zr2ZDqpMx5f1pPxZS7JXDJjx+l4Yhs7M7HdxN01DU3itKFxk7augkqLtBFQEC9lX6lUlkZCK/EGT9AVAsRKSEtFtVqkBZZLEVJXSIhdCaHywAPsC99JV0spIZJlOTflnPP/f9/v88w5CVs8RYXLbOwkNQJCGUpSSfG7r/+fa4PE/2de/3xpTJJ2JxJTEABkmJf+coNMwAe/SszPT42mX5ybCqRS5GLjVCKVrA8e7aAF9veXBuukAjyFpcepWLa52pTGJ3c7j9/E4skq0XXb9FwIn4Cmdi1atm3N1FyD9DvCEFDStTRaJAclGbIo07xoEQ6QeagCbNJvGPbhzQKdw1tpvcUOn21c3V5cgBEWrm92S96mt1l1PHLDBfIQVY6EgUP44OhJPh1P55jw0Eg6ioiUT+7dfv8HR18fPjyw8PxP1kPs7d5u4oCM/1PzzffI6bXBmb8PpubPTg/Ho1NzE0k298LcFDwhSrnbb+30twEAX4QA9KslQRMi48vMp5srTDaUWf31m54iNAS+IyDECBhDxySip5A+lxVXMMA5snzJkv36oRA2fLgAnmUf48dEkBs9rEYdemDDEBWUQqFQsZ3Fy0Uj21naqN4sLa5VCt1uaW2wABQttYsoOCbONCN6NsLFs0wWUBRLs2o5nQpQKYpK115+I/OzI66PBg9P5Aweu/j1+zH+ppSHBB4A4u/ce/va7Cy+MPskfTCdCIRrE9PJVE1kc6HAxNypQD5uXd9/0N/e2YYUowZKxgqjNKEBWUZZXZ20qoW7Mg1jA/LX4WQaNAABEpVgGKTASa9DG0VwQENsCLLoGx3LwLNMDhkTZBorLzds2KfREToFJKM2jLDQblXNynipvbQAqlLABN7aWgujb9mFdtGC3upcNoJIzOicDy4NUXEuHDoeTQai6Xg88/LX3jlqH/3TYznPf/ggQ3cFLj83h/EfvPHtd5/uNw5efJKZnj6elO3o1JDo2IJVQ8SaCERZ0erufK6/sXMdE7C+Xl2zGK2uczzPlptl17nSNtRlxuex0HXTBPjD1i23TgYpy3B4WdNQ+LLI40GTldc0tItlgSNFVhZEnpY1vCaagAeso1KoIPgtDmyDk+E7rU2zYTu22eq2zBYIG5qi0YQDVCpNhRkmwsdq5Vg6ToXHRobyMYhAWpekd/5x9AQA+L/c1zs3BTUcAAOdfVH9zlfOPL2zNHjxW7WzZ1/QbScaOOmsQ+xecXWLTYUzrit0N/qoAbjgEmCgYq8qAitJPTEUbbiVBktFYAMd1C1MHzNnu4JQh8/XXcZEL4ga9EAWEQPAAZalYLDAAegAPo9ZgI/JJCcc8oBQIfVP9lN0r3srPrdQHWwiWvHQ0QIykVDynAK+jYblqHpcL0eY+LIezp6jOEqnouOjISq2Fcin8rcf/vLY0eO/8c2f9pxSh0vubu3emZ/ufQml8tENNcfe70EDmYKzdXLkUv8R2Sxu01YNVusKlerG0lJ/YwlPC22v02gqdUmSjodW77rQAgiiCidzsHqeCZfDQMhgBEJ8qCREeAASmF3zgYGHx/FoAjgA8QB4iIlogA+gbeAGwYQFFJCjNjHPBueXqsgidqEDfS1UvFJFcRzwouAjLPtcBplYRR4MZ8tlPR6mokNjaiodi25Fk7U//U8LHB7bOnPt7WrSvGmocaq3t3tw0Pvza8GPw0HwF4DgKcm5kk4EsutQ/u3t7RLJHUA2u7te3YYCVpcW1koVv9j03bq2fPrc6mN2WeCHYkazDvdCB6AFiiTzmC4pfiVbtGBass8ILC9naTQKtMInwieTafB5RGpEZN5XfKGiKOAAhXRApdTqrnWzk8XiZQgf5NUvCuAFs2gUBBgFJpaWGKMslXMcx6xMqpHxciYep2LDo+PDx/NbW1u9hx/MHuH/Mzc+fFRzK4aapKTI7lTi1vdeeyY0Hfvd7tT8qaQ32JtIUO7OZ8ke+Z1FLJTowt7J9t/16ubaguPBtOhl1a5HTzGrl2z4cAR6rRQLnodWVYjNC4i8to0Kl2lGczTaD+ssT45UUaGXZt01GNm16hqADgQNOG6EaRKKbcIHioccXTcXr7d5Ti6UPICUXeQ1xQZcIgca4AnXiOPnNGTidE7n5IgYCY3HYlJ4bHQomg8MR6PR3sN/Xgw+ZwDwuWvf+KHQKfqRSEzqjSbO3f/9jWdD48xn0tMvfVIZuCfSiS3R2bi3/2B/5+oCkTS0trPmLTjVAVQIr5R6RuX4cSGki13ZbxYbDVMoFLx2y0PpWwB/S2QF1xHpeE3MMiIt0vmMnhNrNFvTVAazU5dq5D1BkavRDKXTrpWs0eADRXBtH+Vjeqa9UFF5xoSmaK5le8gQct1VLE3hZRrwwOoqZzFZPZzhqHBOTcUmqUlqaHhkYmTsRGAv8PKjv55/ZuNc8CP///kfbnttTU+W46N3EsV/3fivf5IanH14++DsKb37ylZgZCJ5pTV49Nb+1Qc7VSJultcttbyu522WsDy2YVk8NxpvUicG7ccX7jbu2q7cabc2HeRfVDL8XrN8323JbI1h0K86U8twOcnFoFlZqbsyZF9mJYRqictiIlSGlaEDSoO3hGLFNCuW65WKNEMfagl4wifvq5Ca0hqGUUdpibKaTco5Lq6rWcxFjMrlJqNDIyPR2MhENLC399s/YgKCH98BcDgXZ370nlO4KS/fosKnT/f6338uLgTPkKveIzXzSmqiNpYRzS4Y+F7/3s7lgt3qOg7ZONtCj1u0Qis8vZxe5qKpE/e/2rxwoVgE+CLMYeVsF7GfRRWIsk9LmhiXEBqWVY5LRzgmrGqsSKtwPVGMMzRKmA5L4YiqQ8lqquyzvkKOHjVkhZzY5KkRk+9YK/4KrfiWpQEnZYWWDN6XYBws4+fC+N1xxi/rfCiXpsqjseF0KDCcP767lXr1yX/CwOF94DOfmP3bjy9dat9VbuXVya1Xv/DumeDzpyj+Zi+RoGihFT2RoVKsDe7p7/TJYSKON+g6XgtS0DIBc3X8ffFwPt8bXb19iz/XbKZY6990XU1sG8cVNi2VHJOe2R2ORO7ueMmV958jckRRtgxrKXtNlYRor39ClFZUKTbcqoYgQ0DRixEIPsQHSz0UPRSJCqRBU/TQU6FT0SINWvgQoD9oigK+JSiQXFq0KYoWCBD00jfu36GWLivuD7nz5r3v+97MztsGXWm0VRWwbgM0QKcLPd1hmHWYR7iNDJZhgjEXmhsJN2IahIDBuW1okUNkJmEfHNOoBfJgANZrAJMuLQBwnFsADQFk2e7Ec92e4iPXh8ZrrQgiCVNDsBS7pmYgJHU0MVmcLBTKE8V87d2jTx/k/ld2vKlWA3z3m69bN26MTezi2ztvf+f/Rkxy9z4enykX6I0FdKbkuZHW3tnZ3FFDQF/a6Q/XN/vQKwoOerHlikaDh6gyLp93VwvFxAI9OmP5PngwuKnb7bBWr8dYx1VzIDJgHqIpMzBnFPAgTjuu0KIOk4zJJKUGljwhLrMgDIwgBscB1djqLXVbSENapwuB4JO4BWHVg6CfYSvg/pS5rsSRJAZjmeR0LckCZJols45OT5TDqcr+3j/AALnP/fcZqBPNB+8d0N/HAWfb1+8vvPWCOtS5+Y+9s7P1wbm4dqZedbfixmg0GoIFwAbLQ9Di54G64y7c0FbsE8gHylNXyNxgqlrNVhMfIMxXfNcGC3QhTHqdGBAfPDuVAbX8AODeYJbluyALWysDC9yZamC4VJUW9H0jgnPhs++urEByNAcGnLEE8a1et6PYE7BhbgDX+a3WCqCgTyOwSuYbBrA0daxExzyomsmkXkETwAIbuz//64N/Cxywg6rPfu+NLz7cOgQYzl5dPfjNi2aPc823d8+evRhotHa2VHAjt6MWy+8o+Xt5eXnUb5+bAT6LO67W4SIRvbA+e+vC2rgw9oOA+FRY0HfWylwHhKAa8Ym0lsUsETsZAwQw4kBJFuHHPIaUEOSvAGsJ39ekgKZTX6MQAr5vxcyaA30Uq9kyg8Q+yKgZS/OtOW0FBIRPZ8T1uQGjPuNiQBgWPhNzeiu5RjxUTVBBn1Ttv/+uc/TBg9x/VkE056F3v/ERgHcvwpmGG9964cTZqeYP0tmX6mtad3p6cdrrAlC1+6PN0fL6zuXl0XAJcrqOGn/owBEBIDh9pf7w4dgcJ8ZqQAi0EeQp8Hrcgnu2GNOYGrTnQJcU0A9j2FJm8IwBDGqCq2J7ggVcQhxzZkiDG1yo7FbzoVMF4+DogZCQPICWiME7tEErjsHOSgXD+VlmCAxbqgkLRRT830xRyZwwK/mp/NTdyjtv/MsAJ56XEjg1/+Gzw8PtXouTjaD0/WMeoWp+uj87W/YtXq7UnTTV3K3uQn9zR5WMWB6CwoNOFVIIq9Hr8YXW6VvX/FfHt5NElYswkoSo8TlLTVaoOT+Dp4I/YpTzlEqbS8dODc/jQnrQ7Chl2PYyL+WZ46UGHKcYzrHhGrgOrMaywGOMOcyIAQ+om8aCQQYI+GHxWIWVIJxjalNfzbNSVvW5rfJgBAw4eXp6Ij/18Bd/vtd8Dv9qNWCu+fito58dPt3uudn9xd8d91q43N+2znyhnvjMzuuTKSQ03e12+2D0+cvr66OroL40Fc8pJIFPWNpmt67dfm2wOk5kkiCDVENpSAVynFlapMCPw2dXcs4l30gDx/aeGwP2+1xRIzTa46mBN6QB+0jieYJHjAJG+QJ+BwBTA5cAkQBeBd/H3FiNp1qANcCuLAjgewLbIga3lGOtFrAmddueztdqk1O12u79jz67CcHfzDVPKQJ48O2vbB9sH/ba0aNF+b1jRstO5X66P3urQC3DLEukMoDu0mhpCOJ3ebQ5bPTAcx1k0ExrZXzj0rX6/t6Y3F4zVLGIsIjMCpLSwdBqcHIby8BG0KuMyNQOvJp0HE863JZwTiZTR2LHwRn3HOR4ODFqhCMPB1I9QWEDuSMCCi8TMtHGVppRzRYuhUwK0mdfUCGEBAJU4wEBgSiBG64OSgF4QAkVndOVvFmr7u7+6TOF/Llm82azmXvlL8/2+xACgAGVO3/4UfO4maIPgitXEurH02VdpFsz7Xb3wvpwc6gAoH9uAQjHAbrlWXTXfS00Gy/3Z9htjDAKUGXSNPNFkOPoeY1kB4UYId0Mi9LlDvLsEKXcMR0HEZbZyIF/JKrpFUjdGWQwsAN5GWzhUgb2wE6I4I+gopQzLg8yzgWknqCepNbRODY4xlJmOCOEgMsFGuIBCT0TF0umrhf1WjFxTv7yj2oZZFMZIDf/+L1BdGFpafuJZqz+6vFx62ly8z8Mbl3UA0uUFy+mnS1Qo6OF5eHmSI1EXILsTsvA3Y2N6O6T81H99b29vXdKa+NkTKp2aAL2FiaK8PvQDrPi6MWKqRcqcsI0bVzz7KoZ2qRWs02zaEPbbDinppsVfHIyb6OwEpg6CggKHV034ViIdD0EY0+IArLdTHoceppdBwIKhEgzjClOMhuTlFcJhbCS2hq1Amzigl7HJbMSOvmHzz7M5U7cUy/myN382q8PzKWD9tLTJ86dT44vPZy7+ffJ2ZfK1JKLZ8qB2+12l4ZLw53NC/3+1UuQikGGRxFK3ejR+xFZeHPvq0dHV4Pq2tq4ikCFhnm9ZJ7US4iCLq8melgzC2YhSSDOQ5tKZHMD2pZUHZsg20nM0CGF0ExMBxMTPAPZEq6D4zYOwISJ2ldAJvEBBAM1B8Cugz5QD5swH3MjCDxKia0ZCQPKMFaSKtNwgsjppIL0vF3b9dQK6hPN+fl78/Ov/OTH+UcHrd7Tww36268fX3w6d/OTRWABxzHrs1Ml1+1ABjjsr/f7kI42Gn3QpwOGM7rfary/fefNRvvcy4df9qtrBd2QThFN5CeSxCwQ9dYHclI30aSeJP8k7GpCHMnquKl6vHrWV151JVX1Ul0vNZ1KKjPJpHY2g4HuyqEmi8MMm9mZOYyDZMem2UabhRbcg4FdovQeOiN4EBQaVlA8+4lzUXcPjqgo4s4c9LazCHNQ0aPgRfD3svfpQEi9qiTk/3///++jUh+aywcaHDtmdwD4KBCgJyK3AGkVvHSZCEOPu06Pla7HoqgXhmUUug7ao2R56fZEVLbmSiJD8ID/Rxe9qB4hGwkoJ4labgzyjQevlKOIgxbi0tnsD0AL0uUzlYBa7fbBg5ef/uDj/dPZaHa62n/j9y+46mzt4O/W8K5lRf729k5TTmFN9yCFbm5M/ng8gwLy5/Nq9Hj1ePmld47UpUDefCe8b4XgI2aqfREISEfoKF5hUsFRGaHq7AqQBfBwnbRXskCUVYoKCDbb0AaiLLBe5PAKyD0eoZOKUK1Hr5TRPPagKQZuBKnZudhSlgKhwgIrj+UNQKLRLWfsqYu39x1b9Z9u5KVMv/WfTQJeRgb++9teZ3Y4no2imz980e3Aagc/se4OrW5X3p0MAymhaDcZUP/4Qtse1q/XUYvQuFe+cHZz/Hh88pnP7v2q32jfu3ej65amxnnYC7kZCi6ZMKj6kwYLOWY/6yEBPSZTybRc9XjKzEAKU0pBglRoOVMtwUIkgmOM/gd+hAKfLcskA7FUvudUEFd+C8slS4uoTJPI9Xtdr+57oI5WBgAt49I2As2wTWDA83fVfl4ogIPv/Xu9HENaX1qv337huUS1g1+qFgDuTCbbE5rFnaOHe1ceqgTA4EDctMDH89Xp6PC11zud1eilS4/PPvzpsncPDxABQ/GXIZdhGCIwroUGgimFTNxeAuBLEwYQLLENy6mmIQGaZCHHTIc5C/HENlUJEp9hSIAmNJYi2E0CIi8edFEKqPgogogq3QQdk/huVEF3QDKgwXos7RGO3OrJ/rF89v3aZidg7eBrP49vtUazly6sPv+v2ouvI/d8ezjcJXna2KHXKE06naOjvenZ0R7E/RQe1vdBcv314eLS+jFGMCynZ0dHCbvx6r17JfoW028gCvxwikomhikD5kg0hINKQFKEDFCiWE4DYYqAm0wKZAzkqWBfAgM1wTQ1lvB1xBAhPH6ZuM688NzIiVpeUgzKLHLVsYZzjN2siAaVfz3yrnO0YVQWlmMEOmPyePnk6eYM+k9ffvTth8uLF2az0fjsOwfn3FXh+dZw2OY8ntyBGyAirupXX79yNN0kYNofVFkcsKTvr9LV7HTuR/3Fanz04XWvd9+wuCZ1bps6upeYNCCm0JQt1/BjtByzneaUyCAA8EsjDwIT6whkK1E9GwRUc3IN600DWSLYLNjmvYQXjgBRsMhPCrco0PlxUjoFgxCsCtRDLxr40Yh1gMOxyIA9Br6Pmkj7hgXUvz3f+F+/f3JpNpp//PY5BxDXHvzRujNsk56cDK81NBrIzqwzm06vTPemh6OrnYsVlFuc+myaJf6oni4Wi1N+aX1ruSgt3ua2rjeIbQUEfozqga4RG0Gi14MgkGZA06BBNWqhtPHNOoEOaGD7FkW+KCwsTYUeSKsZqLEGTyNNO0+aBHSa5wXwtXLYPOEhih0SsnQgp90RZLRf+fN+/f4A6lNU3Gl7Rt4IUrp+9nSTgMsHP37zg+XswrS//MrXa+fdVeAPzeHdXdaVzZ1r22RfyqpzcXx6dHV6tDcenx7C5PhFWEF5wPoOOnGeL9iNubP6oNKM+5zb9m7DsiyRkC2dGAiGkIAYWo7ApKZp+1IjgcYxDmlOuLkZE7yHcRv6CbwfckEIzwW3qa6TVAIHTM6hEkmSKuiPwPNhOY9ulPOip/YfRDH4ES5xULxSllXssCQySumJYJHK7BMa/NTtR3+7tV71T05Ovvun806kqr31152d4W6vIGTYvKbBV8TxqH7Uubp3ZTqeKStQ92Fuknovc6KRFwO46a32/Hi9PFbncjTbYivXDaNpANd1y7QNXQMjOBqqOjQsqQuiUa76G03OoZ3R5wBK9H0YMsNiBNs1g4dKHYX4HiWsTAiLHB6jEIZXRiU0Ulh3b3S9woWH7rbcetRqVa0L5XhwP6pc1/ENUIiIs16gMEBZ4Qf/+A1brsABj3927r3Iao8e7ty507aK8aS5vTuRVJNAgQqCaDoddaDCOz4op+rE9dCHcxsMnGDB8+1gnR1vWVzYbbOxhcBBX4FtEKqLLCcGZlGJW04pZxlVZ4oQkaACRE5YhQrRTcKTXBMEuSkCbqB7Ntu1nJRZQDhYAl4CLiGHT3CYK1j0uVasnOegNYIOQBW0Rk6n66fC7RRCqUkmHPDEk29eVruC3vrda8FotTo8+fIvzr37Ru3RWoFgz8u2v7hLabPRyNN53O9fhIq44Pf9Ony414UXr8tO5PlZyRYVa0yaWaVJq73VbG9N0k9eG9LemjTaqCFTb0ijSTXSAD6g5xGgxEJqYGCr7XZDs7aamqE3qG1T9apZdlNatk7aNpVImOTQCht/YeSJw4LCLVOYnyxzvbgadP2qFdXLlt9JWNx3cid3A5NlcvnkI+UGb//6L+v16nR1ePbnt849drb27vHkveEu8/YXE6tJ92mDSidZdFr1zmFdefw4i1EBfrfIFDd3o3KRunqjeU8ek1cRRbvdsLa2FA6onRJ42nlAdEp4uC/xSjnNVTDUALARi4IC9gNiq+O6ggCfQXkA9i2qEwClpZJBck0th7CRXEuhD5I0LNNe1KugraELMPuYCL/VGrRcVtV7bt8n8BlMxMnx8T+VGbp88P4bi9XVWcf/0VfPP4Gg9tHyPQghGbPFriSS0oAG+1m6gCKq+odZFRdZEnW9auBVMvKiZF46cCt6O+w2LKNtTdq2tW039SY0MbEFIrFMcDn4ABQAvKPm/xm7mhc50jKe1Pvy1tv10fX91dVVU07VVNXYyVScERo6PYdKhCCkJcOyQw5DaCLNsjjMJYedU1jwMEFhLx4WySHgXRGUwB5CUA/Gk3EPIrIiGw+6JKASDMpe/D29f0CGTqiPLoZ6nvd5fh9vVXUpjVA18Lsq1/uxLpjKONMjAxI+hJLEdyrTdanjT2DdRlLwXwJHoB9s0gvDuWnSfABOYLI1qR2H5gYn9cR0qqE5b5OU5SEw8uTJM7pV9Nadv2+ffvPX94uzn53j5umLX1SblzYN2bVTXQQ4CS0AACAASURBVKnzLA+FaPoC1Fe1GXhXdllaO+gEL0vhx1N7ASfXCP3wrzxyDc7poU8X3W9wpunMFjqwnKkagg8VcDMYUNAywRJaQdMw6BqjAWd0PLZpHy05V3RkEdtIVJIALxB8kqikGqUJM7BIh1BA8WjSwQp5sWVaJk5QLqQJ2QBNKuMiRwUMLjy+97w5vfr1rvnFD87xHOHux9PxpZluO/1UBFkPE58XHHmIM9R+58k4qxC2VZZt1mOlyLLCwUAXYfigZ0AMxO8HHPzvIzIDI20IVIFQEKVQoexQ/grxnmAobwNAhyW1C0O/M4O+F8QeCjOwj5QgaxRDAWtoTa7BXq/nGOZdBojrOozEJG5Tui4wcdIRWrIym3YobQ86s8iUB2sWePTomd/uecr7r4/Pcevw3TeXpu++66bbRyfToO7brs7qPF9WQMUqdrK+znoEXq7K9j7osO3TupJRslwmUbWaTwFyCCQAsHEEsuZ3xKoz0SAw9HuYRxoSAH0ARsAIQy2LUEOvJ5Qw7JcR9D96PkFiQh3b0AHAioLMU2NrTTHXoBHsrItlBh3Qj25MgAG1ZY0m9ABFb2VFOuHDbNI0LXTA8++j5o8/fLFcbKuHP/zVrbf/nsTFe/+YPXx4QBhQHUgbujd1MqwXVec4Xe0VBDj0WqCyLT3H63t6CMiEr2WS85vM9Vlio9lVqBiMvC0F1A1GsxGobYhD+GMl0hhLNM1AS6joadQ3MzSNBZwbzIbowTZTyM0pDGZqDn+hqWA1W+YqxMUcntG2zXk87MyhM3G2rkxgtFEBN2oLXqFfpHFKGqNBN4jT9T1Cx799ebpT3Lzy4+PdtyZgcPEPn88uPTzY4N7VkCtJUXqp06P6k9qrurpAeuHLt720LPev71gZLKrXS5LySeQ/aMaGq+dhoIskAFjnScBB4GTNIYgyaPyAcU5WXQhDTZdKgoRoEnohZC4rQq5DPdrNWj8YpB8grLWkynTyEE0P72MgvbLR7CSUQw9KJzG9yXesdIKzcqzYik1YLs9LhlLCaJnzPHv+n8uDC3fe/LEqdP2nn5zjHWSD3Q++O3sIEOysbLzkfVV4ad+nWdl3MqvIzHc1dFFZrYCBZdlnvVfBkESscOebQWCMdcP1Q+CegA4Iw8YXoHZo/SBHcaCnA6JGRQ+MnE2D3LaBFYGIwJ65MZuiQgJfD/ycBUFokC4AlNq8yECTBekIKX1UBtqHi8zmTRabBciAHpn1SpqmMtNFbc69Gl6o0dBm7z348192L154/K+fd2y29ZNHu+dJwBfvjDc3pzzyTn+UZXnVIv4W4F86wIBcUif0bYXd1up+WVFyrLavoyLUg82T6eY0CHRfuGNfcKXJfSME8QmhG76vi/cEPcmhYweW2A5Dg3SAEorA9ac6iCLY8DlGn8SQrwM7ACeQhk0BPPHtYpmjNWCzkQCWJ8PuKJOymtwY9dtx3Kdb2+3WUGaOHKYOKleG4mh5Ip59QAn458vTa9fe+e+d8yTg7iefzsabMzXvSv9kpSL6sr/ft/ikaZUBClD0PaTxehftw1qV1ZFvXgtoBmU6nfljFDqoIEQpKD7DBxvCp6XBAyPgvgG6ZNiFCHW2FkGBMFzDZygBQ9d8Bg4EK/gMx9nQCaHwc0iGMFFIPyTCNqNczk2Yo4U5sazUo0kKx6wtOy7glSdJBxwqmuLkyYv/UQJevSwPrv3tw1tv/2WpweD431fn/uaBGtc7Iqfat1Zlv3O9baF6sw4RA/gw/FZrrVYlegC2sKoiGSmuuhmOxwEP/ClFpDAIKAwiGD7wv/ogfmSCloHBhCECMKHPA+SFvnWpKhAx9MB65HWgoq6CKhOoBDLW8NMKLLWKJcQQzTJmwy7rHcuj+cK0K5vtbmFWSdfBCNghSMTMly/pytC9L1/0B/bnv9y9/LaXotPP6n98NuIz93a9BdyY0zV6b7/sV4D8CpUf76WW14IaVuDB/ZVnlchRmiVKoWBguTsDw6MFGI8UOl+ctEIRuhhyVAA3dATsBvjHqER8F9IQvR6MA6ACjgF6ctL/hk6Xd319A5Sp0jEYdY2Chx6meULVBtrJop4P034R00MTEGZmN7qNUTJlFdU3F2rDwiV/8L1Xty5fePzZUz6tX5/nzTuDwb2PzrLanR3euOIdCV6U+3vlar8sz8D7GO90fT9PX3fl/n55tm/1Ler/KIuUvIjyXAlcDn+vgO+hnJQ8FzTZQSPuru/ZQbAklJAAF/YPiQlc4MNX29DNa++gcSoTg6wy9NMa8Eg4Nagx8L8qi7mdR7Ytu3ie1eh3b0TXBWPogJjmAzyaD6jtyEzRA3lx8vvP7qwT4Lufvtk9TwIu3v3oad7ah4cdgNWXTlnRY2773vv93mq18ry9yQhZrp29FbZBkf0RkCFPIlCeTIDm0PqaVJg2l1LkyATOHfy+4UactC363GDQyu6Gjh439A2UPXMD3Z3pumrofAP74SeoAiIbcEhYAS2cqHy4nhy1dTOa23T9fyi/PaTXVToLWCAvnoAIv2V/Lb4dV3RxwSb/bBbR8uTJ6+PLF46/fHo4/s2r3cHbMzAY3PrT756ciY3DLe8bKQa139/b2bteXi9RCKvVHs0FWGlakxTeX5UOYDGv8jzKlSTpyLlxEKKUKgZSA6+TxTHABTTKDAZYx1gbiWu44/HMyAOsoGaKANbZna2Pc11XregWN3dDlcJAOwDwQl3lUEfQgsMEEiAt5FzX5LDP6EpSGo+6USxjyxnJna2FTOYpukOFEAr/z9j1hMht3eFdjVZ6O9JopBmN/oxWb5TqjWYWdyy6Qzploz3ICzWhmC4EcijjYbowGNNhoHVKfUjdQBq8bvAlh+CbDYXSlh4MDQst3bqUlsYmrRs3mObQ5tAc6t4CNanrQPv93mwgSQ+p2F2NNLO7vN+f7/d97/0ksXCcXPz7X/ZWJo+vnGvd/tnq//HspfX1rX/dvCJyNXQ2xTguRBk3m7vDTbh7ExYY1tPdJo/BDvuzuuj3I0Q6j0FoOE84b8UKcrjK5VQ3h5RWCdkaLW1kAtBa2yMMdMNtEAZALzc2PkP71jZeduieGNsbqA4jel/yBRgFEdByO4an6j7R4QovEFa24XGEVwLKnFtFHFtBRBMiApqwQHpylies19N8YOlicbF899H+yvyNnxrn371OC+SfXgb23rp/MMsFhwEOFOaXBPX4PoDv01kdL+vpQSkyVMLZpYOET+Nkuhh72pQzDl2PfGWo18hn0vl8NEI6u+AFjSX6NxqjEcK+tX1qY4NQf3t7NDLBFbZPYQ8+AGMAHj2VPk88AL/U0m0eGw1PKbKYGwaXe1XvMQflpyiEQ40UWSZAhtqBFYo0KMq4EibQGNNzR4vFD97bWzl8dOfZf76wT30ia58uBl+5NbssmBg325EXg/820/QSPSI9itJ+f7e8PKPy34z6kRiPMVbOPW8RUwBoiavA8z2PQ95omjtCmXNhAYyUPEmDgvNH8DAcT0kwAhqM6ACexslTAAPTdIkPmB0T0WJQVVSNjqEg+TXUf+SZr0ArcOyR6kFmBQH1BUSB5eRBFxFgZ0hAVoYMQoT1tOl48bdHeyvzB6+/+sGEnP8/IbC+vrb2iRRABNxbqFmZn/SI9qRlH8Qn7Zc5LAASTPUP7K8sQYrGGD5GC64rOFSzl6iwQAiLVD2VU30H4iMFyACmDIXGSB63GvD/dgvCgaxhyi/8GAEqMHjQYYKMTgWGAWEgPqQzlab6mV4NuR72luuFLM+tWu5YJ3Jg0pkTVjuMWNKLoYMZ61VCE3VzevHoznv7K5MHL3/l35Nlq+QnpwTpAQyrH+0k3vruradS38izdjSNGWhuvUxT0H8BJYwoGJZPDGcpMECIJKFcV6qk3xmUDzYfuh2bUlEYQoCobbVD8wMds2rAnzg2jGUZxIBH8H4HzG9ZBmGEltEhjxuu0QAfQtQYKAxEjFQzJO97VP5oNpmrRZEQD8iywAmCiPoEoyCrOX7mMKYAHvSagf+vKWly5zEM8Mo/bv7yW6syAD7OhdYkMH4sMVYf3L9W+jwuT0dCCUviAelmCcIr8O0A/FAUZ828LPNkmqD+o9ZRnQYb5kni+zGKc8JRt0mwQANUIHzA/yF4dBClVqdiGzL3ERUNQv+KjmOqDRgxzSVUfRuDbnXUqk5M2PB8XwecGD3qJWB0RXhWQBnrtdpyPiBqIwO6mVU2u1nWftaPItTjzLQhhkBExXRxGwbYv/rSc396XzYMbq3TpODa8ZWDcP761kfyQvYTXn07m8W5EM16X2u2U2AAsN9B2AN0cmdW0uNBmydoJojzKnLSgwk06m8h+YvR1/KcerZ5qIZgc+D0BpxoKIqNim4aODBkMYRqpNg38Z7RkvVfvmUjx23sVRgCJ3QdhMBXdRsp74PgIvYtK4MhrOLpIsuoNaZ7OqjXLCcKunb9adsSkMJJpaK7larnjrlHBtibf/PXZ679cC5vmw0usEZ5Lx9AQ9cObA0GxxaQnXTrb77u3Tvy4fGTsciZmPURAs1+GnXrJDmj9OTJ4bAZsbiXsMR3K8h2BWVQoYXvLA/lz1w+QTgJfR3SxlRlGJs6CxEJVNrJAIh+BbAALDCR6R1Yw/BBg4H9RlVdxn9SUSknDFpghfWQ4TULuVXkzPdDFSyYukmgfOpR4JR5XqvrdataDVnkVeyqhpyqVECE3n48XxnsX/1RfHTzN7+7sDdYPnqIFksG0gSDVXoMyeryUjJJFC78PhYi68LJom41Y+44KIQIg00HENgU1N9f1gX5W+EZgr8KC/jUA+BzUTJa9oZK9XkCTgDt1iL6i4G5ikr53JLH8L7kBe6xEABYjuTnoCPwGcIBQzEaI0QFgMGgHgMVEaXxGquCB4esCLVED8MksFheQwoENFvDvFrB5HK6SjeTayDNFovFbx9PgH2Hv/ja7PTdX/38e5MPLw0gVih7Z+kmkscnZT/hyuCtzyuxSNPTTuKwLEHqEw+Y0ZoguEC/X68fzGh9NEsWsUKIp5ybUvljbFxy6vTiUyEBkcgLNpMG72JwAEsUBEMKohbVeU0lLgCZJOcJjt+nPVeXe40+KxdFbPAAxmO74DRFlvk2Z0SCmFULnBNRPUOJCqw4gHHwBfhpeAY4FQxwdBsGgLev/vjal3fvnv3GT25sffgkJeocXN5EcpUMQMUAL/HGjXcWSkYPWFe5CEUMKngJcmgXkkDqXxij3ydMTBIPkEQEYOGRJVALIT9oo2YA0geaoikuxKFKd7Whb6OlUDWEGQyX5gVcKY+leaAVNZoHcBEoUJMyCHC66lZsX6uiCjCWK8xmig9LsMDntYKuEanlQbubO4ET14KCrhtEuQyZWQWzMCujxVi7DwzYWl2ffPDMl9558nPXvv7tNy6sL/1Pnl9dBsBgiQer9GJl5fDWQnNFP296iZLVRA7Nm2Lwmzs7s83hTlqXGVHvx3GcZHnGmeBTGQgJsYGM+v+oX5XZNJ2u+IohR69gDw+rtirnBQgJpWym2QJCfwggV9Vo8KZUUKpqLO8FFBpVDXtaEOnxZT8RMgygG7IaeEDkBJAniIAzReQ2i1rIwJzDCjBnG6b1jhb3/zNfub61Onj40vNXnnz1izefufnV77x5YX8gwY+2LWwDeSHB4NgW8z9qG61EOLYwfSZKJx+mw5M7MMH5nXT4FFQRykK3DiWYZpnT7IswBj4nMAWswAAfOSohvLRskUFI0mqvbivSDjaFAcCNlCHN+qhVBbxHqj6T3E6fValk2go+o+g0cJXqP/YK9ij/Bf5b6GfIBEZq0HGCTSewAlHjiVVkZ6jfSLUbBXiVe867KA3w2msQgg9fvvLcF84+f/ba3dvf/+sf/vzC4Xwyn08mF67P59ev48V8cnjjxUOc3Tt8/8pnt5X0tI9qk4my24Ugnl3eGc52zs/Snd0n6ulmu53OhmV/s5uDKQkhItFvgj6DmFBTdORkfi3LoMshWECOFAwIGKlwXzU0X+p7A+fk2p/n6zR4E4OlyRB6nyY8VB9lkJbNe9RzhHNgfjajv5FZZATqSy7yvMjybjdw2pmVO1kRtu3wTFJVwxB/N2yN3NF4ce4eDPDiw4ewwOF/mTr/0DbOM447d8e9tzvp/J4s3Q+f7nSzZcnGjm+VM1TLr7dJHgRlTmI7sdINzzGC1BSysDWNMSFrwwarO8gK69rQltEyWJclG0u9JKVkTsqW1GsC3Qhrl66UZH+MMZb96CCDlJXt+5zyxwxCQjrrdM/7vM/z+b7vc+975tGjv9zzhd2jo49s+/xjP3721b/98CfPXv/W9dN/PP3107dPX//K7dtP/+jjP3z86qXzHz1VU6wYXMXQnK6F/Dc1NTaJv/6xbT3JDd89o/CDHujwHt/v9sfiHnzWbfnIgFFs+b4gra6ViNocD/2WIYE7ksBFeowzSZLJACnOZSQsOcVJ/+MzriQcgNRPx3ODowV46DGBIJjMC5ToWXAzFo5Vappu3CwND+zrdYdM1yqaA4UxMc0j3eCiAPYuZLPVtShHBjh+9+69w5UtM//46a7JPbf2bz9qMfPo9nppIRwe2gWCL+f78o2R8bm5+ZG5vXvn9/3q/MMZmHoo5lxJ13v7e4aQ/7vHJiYnh6zusdHRoW6q2asP+nUEAT+oD/Z3PzCxo9/qiUtxsV4atkwnjktakeqE4fo0UAK44cXQSWYMNZ24ICdHNi5ehsilGWQaKFclg4Ao1kMmI/HHNs6P9uzRJK4Dq+rlUEAQiR5AETDDRN93tbi1/1PD1gD4y+2WY1eDOSN8a03WGWLAwsahG/+90PX9u+fO3Vtsb6189fxzz906uq/VbIlSSy9kGRNMTqVqXM3UGrm+zu4s43sffufBjNI/wMPYNInMouJOP/CHrcH6WHfRd4HEw26xCPYOTLC56w9+cveDjxyoDwCVgcGQplBpUUmg71KdICM9z9SQZVSFy1kblw46zIaIUhKTcypNocspqiXIdT43ZHgBjs/lIgccYQCHuUTzAjJiqxwyZkdCK/sO80pmyYuBhLE5nC7CKEbTjRTZsw0dhNUAZxxaW778nwtdB+8unjt3uDJTaZ/43rEbu1sPTTODORAxCLtZz5az0Kj5TF/f7Mj8+MrKysgb79xS1PqAA7TnlHeJCMPILS7U0dmLNBBuIdCZiPLor2VTW5347NRqYFk4rhjS/GEptkKJIypyHZnMUVWOTMdC9Hmcy5BoHBAUKJUlEkrQ/VKOIAi5HqIxywDXioyE4JCmUFPciTwyIgJgiGM8h6rmeOQABWNNBKLZ8i1oECFaRZMbEX5T4GUyKo25VFc7HlBZbJ9rH65UZrYufvDm157cP10AemZw0fnqbC4jpwr5TK02O1uFAWgtvGfevbYtBAAOcMZKyOciXUbDgnGCpcBH8oMOjktpBHgNqK+rUGmPf+6ov+BZfgQLRG7JD9NxBCcl7a6A5jzkeFmlMhi0NI310/g/xBBcFW/AI6B36aVn0Awxw3fCGlIyk8w7tQFIIhLVE3APmsIRoYd4L1rQRa5ZarYGaIlaTTzkMngBk6dZmqUKmdq0XF2tqzfePpgUSy+223hU2hd+tsMpVAuNGi0HS4tjAM7ztb78LB6N2WQ5vOzZqxO0IlM3ohJQ0AF5e5R/wzByoqAIY0QeSMfwaPzeUA2ezTzwwkLV0IoBkmdsQid5URkaBlFcR2CTFBviBClOV1M0NA5j0Awypb0UXbcM/E3he4A7KZlJigcSBPkoVERFAyAezQ1QPNEiYgBOjKG5aQHVJYTrttx0LEDEjutZ9ENhXB32hNCSleLGxrvwgBngPjI/HKE9Uzm8/tjs+Egj0xihHZnmGpkCGn92rjGXn6vRVhJ7V+Z3vLcjLvb37rQV4cRF4SAH80DqlLf6VOpK1Z6SLmURzWVVZ8uF3JNnJ3v5EhhguB6HQVSmY2wavk7SHVoUylBRk/xPDznR+fSaIj+9rxkMsppRqb1EZXRQllQuSzlfQgwRJtUbO4In+T8UYth0kXaFsJrNpotY4JpmjAwBzcgNnaemp1OFghxGa6vv/fNgV3sG1EPQN4M4sLX97S9W5+fR4cdpI62Rvsbs7Mjc3NzIPLLAfOICU1efCjYOjFLjm74fm4KYJki6QbBQhAoOdYnye5aKGWzP9srLz2xcfHRiwbeser3HD6AHSBPYNHyFvK/AhRPRzO8Lm05g69QPhJ1nCQZD32ch+jfNgEFRhTZ4KippHgzDcH6qpHXAAcltJO6wmw5iYZYG9jXTAKLYhTAykSqRc3We9ChZVVdX19768GDXzEylM/BB1PeJLZVvHnnl7K7HF5bnaEOe8Rdrs7VkHxUyAgXBlW9c+7K6MDUKLaRpad8UpkmtoUHja3FAmI/oLcFH0ZcRnuF22iG5ql4+9untA5CO4NKk4lsD9HHuEAniGRdIEEh5Hq3OaNyfnpmH9+Hmkh55UJSceVFSXy9psVCg+hzT0sANXHgCnzm0fjDNC4hWcyfQvy6cZm8LGGgCBNxWqlszeMmDi8ksUyhMs+xGfePqvYNdlf8zAEHvzEubN2/+a/3MpdeOLVdpX64V2lONlo1+kRxg/OyXJsLBQah/lk5HAaEHh/TH9YdCCyLIQI/m95HfDUR1Vda5pEXLtbw/iC4wAD1O45KeIcUeAMjjCmI5A/MooS4bOh4ORJ7npVhkU+2PyjVEeLrdKAjxWqN6QrzWZK8eOCKIDI/utPHslEw3XziRTsViZjzsuT1BicKfaaU1142Z2Z2NIZczLMrqUEKFTCFlb2xsXIMHVO7vvpqoH1pCf/HE6y+/dOKD48c3T350/enP7G4i+hEAJEuizvdf/HlTqR/oRUPC8sjJUsiMLBgdykai6R5JUmjuPkcDFp08LVoeU/KyEjlm3FIQMwxZ4yma29EBPzie6gANtTM8loLL53L3S+DogW6QS+oAQ8RVeEQ5EnIW36GGQlIDnoORc1UbwCKBnxCPVA0IWaaC6rQmc2AA3V9QZMSVWtbBeXLIao1GI59fXojeurfYMUCyfHyyE29l5sJfTn1n8++bdz783Z2bN79759SZN6+88trFy2d/88Zfrzz/+r9/fbUerPX3uksS5WicUKL6XtL3uH78HbIN0umwhJHKpZis2kKSIb6Xl+w4FKUScT/VBUpg+CSTod+r8AIqhurM/yMRZOn/FQMXjWiJt2wvTOqKofuXEGHxnWEZIET3DZRt4gWcR5ELNowSolXKoSkCjxMHmEEkRGgIM/IKGZpEWTJytXyt1lddXl5e3bPZ7ursv7slUYC4/vbiyyff/tNv//z+kVOn1tdPnnziieePrB95//dnLl35wfovjmwevzrp1dfWdqbBYsjZUHLISkqWxqUSU9g2qfgqgjgN5WQIXlSa16+qqoBuR+RWPV3Jot8r/H9MXX9Mk+kdXyxpl9Jz3JuWC7E3WDUry7hdkLt0K+KEPxwavIGLF4xirEgq5KqgIUpKpQ20CgXaYhsBS6FgfzO6EktT6DXTEbqMm7nzmsEKLiQLGhciHvtjy22X7PN9irpv+7zPy/s+vO/z+Xy/z/N8nx99X0GuSCAQiNEISqivzwNjaDnQGOaKaQ0BqgUx2ni+UMjnw7EAC3zyK/IRw/FB9frhHh6Kj1gEX00kkkh4BXkiwXvwDQ4JhAWHDtEva1AfHpKj8i/Iq8nLPUQeQKFIUMeDBXCFCnXR5aat2u9lFU+qrz1ILsHcy8Q/o3//MrQScj32+9vX/a8er63511bWXvn9of7VL4KV5w8UF39fIFFIOaiYBidFNIyXneVX0DoImtfgWKyUIUbHSyLFOTa+B3vnxBzNeqDPT/OgNPyDWETuH+WPxv5pxJ+8QJQgtoaQL6ZFVfTbAbagktZTgQg0CGxFCZtQkUjBNo2w0ioTniBXyH5XQL9ShMsBZ7FAAU+ax+ZhOGmhsoqW6PA/f/INCKChUBR+EICG8Nz40/SKYcXlnwybPHbX5MxM/8y0w7PkMXiWIouR/pHt5HC+vKiIL0EfiR5hr6CcKwGZUxJihRRCZ5RsH+6UlFaG4CDbKqXIJ/bpPD3+XqlEjP9jx0EDx9EjT9lcABsZyhVL0E6y1QLiHBo7gj2xkRGKyepEEqGYWMc1oYSsDcGByhXxhHvgar0nEMBvpHS5XI6gJje3kONxgqpC9AVq8sX8G0/+czA72El1AOH/7KvUzorfv/0iNbvmMoTsdvvk5KTH47CGTapNnc0+23V35TfncUsp/MQSmYxuLGGY2X5WZACqVEolu39KpAoZCaWh4xxLQ+eV1MfAcWReRunolQAUgwBcF7gYcL4YAXbEp0UWUDat0Kbxsj30koAcPs4hJU2kUNcBlPFE8KJ4tMawgB6apMjhcnl5YsQSNrcgyuHIu5ei9pR9/mT7IBvuZ8OfBP/l9o5/Z30nndr2T665VkJrdpdrcho8OMKa5fml9sTdwUT0NnJ979Spknv3ZLvIFAwdec/Uado9KpXuxmCL6CphznUdHXmTQvo6lrItx8ihtUTECjCJGS4gvEN/QFCe2EghxXxyZ/CnmseJRSgEfGEhOpY1PAQBj1cjlKOI5MPgJDS/IEAh4WiygSwOgkIgPZX/l62Dbx4fhuo/tboysrq97X+17Qdue//j2dmR9ZH1xKzfvz7r70eVONI1mP72j7cUshJ6WRODTRkmrWZxlJQQqCqGU/YWp/QtJZSe2zUOAKYywLEOp0LBpsbJ/mHSSiAnC+CoFhWrARha38NHkaAFVeiu0dwi8CjEqCKFgjxURvV59fX1gjwKuTWFefWoJnLUOTSvSPMsSk5Wx0ll8GyZMuqqpLJfXP7ry4NvfxV9Ld5u8KfTO69Q4c20JxJdiX8Ptrb2xeOtev1L/djTpw970l1dgz3p9qRvWC6l5wgqxPx8Oav4+XyeWH1eKLqjrqlRqyWSQlSGvHy29ktBRkw9vF5INAAAChxJREFUPF6+mhY+idXoY8Pn4QtpoXWBkC+X56OGF9KySL4wT0jrfVDTo62DyAsKhHv3nr+cz+4jhxTkC9EsCOl60LsCXbc7whpeDaSe5FN8j33Kdo8d26uuQdVANSxXVXWyqq6qqu4kOfb0qasqLJH/bfyDN2+Rqu3uevbnVHpnZ2d7ezUdHxvT97W2plpbW3t6hobSQxR60ul011D8m+1vPZqMs2n/7du3msubP6poKqbFcZWVt28U/+om5PbZ9985UPT+vsqzB95FJxDdhKIP9x3YR2l+sB9piyv3/6ypbH9ZU9lH9EgdCD1ereIn+8sqflTR1FRWUdp7vLe8vKK0vOE4Ps3lH/f29g6XV1Tcaq5orqDxx9KKsrL97x6oLKs8ceMd9R21/OyJEz8tvvnJr395/OtLpzsPH7nUdqn6yMUzjZ2d8MF//EMBTKVQdpIYKKkjEkqkVWLBzdjK3K4FoBX8bMzxfCi9uppOxccmuq/r4w/7+voIPxgAB/QZGkoN9Qx2JRL9K3arKRmMZjJTU75Yx2ijsw13amtr6x0+erizs/njR6WlpcPlR8uHH5U2Dzc3Nz9qLi8fPtrQ0NnQ2clSOi86FxobR0c7YrHY1FQsZrEYLSRRbzTqhQSD3qDNZkuaTKbFyOIz2+JiMrmYtCG2sdhmw3lkwBv0ZjKZ2H3jd4GAFrK5saGZ12hU8/PzYat7eXkp5IhEkmbL1MLPT8jVsAEUAWyAX6EoGv3XYHft67eI1c6t9qdSq6l4HF/9yzH92Av9w7i+ry9OVpACC6kecAFCBrvW29fshohNF41mLMh9x+jowpmFaqBqc/7h4u+dlxZ+1/l15+ne0xQaGoZPZ/c7DzudbdVOp/PMQuNCy2gWvBEXIOjmqDmj9WqjKlvSpsJHs2hKmhDC7shz9/PI8+eRCL5oiBFMYEBD6YLBL4O2ZHJ5fvnZhmbj2YbJZlOpgiqVBvF88pkpTFdKBjeCwYwlk4laYlcaW0ZbOlparjqPLDSOxv7x34G5C7vPhvngQvfQkL5Vf31sbGBgbGBiYGBiYgxy/TrsoC9OphBHACGtPemR9f5ph8O6oTEldWA9AO35Yr7YFXrlNkJLS8vo1cbGxjMI1dUXG6uh6qsUgPlKR0fstzGf0QjYAbOZlBbUenVBXVClUWk0pnmTKWIyhSNht9VgjRhC1ognZHB4Qg5DKIQvCyABadxuJDepVEkT/duGbmMT7XRQp9V5tTqbSqcDDyoVshfU6GBOsC0tsmn+zqxDkk3VpsqxNJNId1+78PpVirUTqfiLge7uiXHI3BxtJyBg47r+/yUe79namp3tf+xyIWuRMExTZQtCd1Ho0GIJWCyZALR6fyr2Jx80DOsAZFg5xDg1RVaeMcPKdbBy6Ee1oSEBZCCyuq0kAB4xOKwGA5yvEAseD2C7VlzY2okEEOBedLthIYsACTC40KYXYKNerdlsBrFeLViFNQR1KEw6rdli9PmmjOA8EICtoYhpbabplbs9X40/2K0C0AsemOgev0ZCEyEUj3eDD8YBMwUQQaEvnt66O/JFe7t/ZnLS5XE4HOFweJ7e/wvadcQ8NlrKCBg3Gu8bIRZzVtler243DdLPm+bD4eVlBtrqsDp2BXDheTocdiYeuKPZvbVJFwkcE5BisLoNcM7cYY3KpFHp6N7QNnCbA/gG6GZBKgyqoE6jISs1+qYsPp/xvu8+Cp0xYDYGdMv9QxPdDx68fpVWLWE+R4ODJOeIA5hBd5aDXRKyRMRbt1bvJhKzs+Dg8eT0NOUSGbe6w1AjMDE6VPQ+ZNIHw80wZ4UUzmqocBiYrVnICLiIx7605GFgl+wUu6Zx8Wmw7MLmf4VdT2viWhydWczHeZt+kn4CwVlXEERclEGDfVmkjk3FIC5MmzwUpxWDxQ4YSkEQNyaBgcIs6sC81XPRbkZeaXfvnN+90bY8pie5iUlM7e/c8/tzY1TfT9hcLMiIYxgGaTNJgriCyL13CJL399PXY6+AAOCQfXB49AXOd0Qp/PnX4d+rJ9g/3pQBO7u8KJhiF1tUwbgwHm9ZEHTyjXq5jKIoiuAKwBBSGAxc/PtO15l32X32YhGEP39SnlnqPAwX7O3AZo8v7m1nLhBrB6/g69VwMMRfHmAwwgHJEK+DwVniY3bBQbd5DtoMzxt5Zs4TV8h+0g1GSy4AMWg5rQ7YfwnD4adwRmjzS/hU3dsbb39OUt4HTd8T3pGRIVWBBp5OqlDDqeJhCgbq9XKr3GovSQKUUCsWa8kQ/9eQfTVozgdzisIMF6EZ2HDuOYnBrPpWGQ3zhoLasKYwlMY9r9DHa2B8rpBgeEpvOGc8MIyRB9BUBlFanUM4oWdRjWFghqRk/9N+jyJgpmUUuDzLhutSAb28uf3pvbaed8TId2uJJuALmYJQMBYaiM5UiiOwACFcEW2qARykoFWQr1js0GpYiy4FO9pijeIWUfE3IMuYNDQJvgQFMGB4cIcQdiMzBLkw8DyjS+eyQ9sJ4G30gyzCT++od3Z5dHiGhAPdGOt1tbD7MfPyfvjXXy9PDj7qmPgVM7ND9fQzckF+gvLo5oZSYAMVbfBwQSKEjKJ0p4/+9LWpaNzP4xFbFOEEsBddvUQUtUloJGs+bL/CxVLRkPAqRf87UyMypReYtmcGXTsAH0530EU+cUK76YAXM5szQcH18WWP1ZU3Or89/8ePJ9/Gmczzn5P4n++OUxFBSMhIZCxQB6efJR8gKealVsznG6IIYYKtnFoi7aoFoaCVU8jzuCIaMtfrj+p8fUyjpRctgVq32/A9oQCN3nCOzGDTEVA3hJCB3XWbEiCMJrfN3MzLZVk4Hs+Oz45nZm7UdW/dfutmvLfzxsfl9eUyiYpQAxSzRw5IAcNhhzxUSlIeTCaqbn7Ohky0UYBqWtXVG+S3UNusuQ/4TMVKo5Gyoxkr11MO2r9+aW+4lXCA4sAbGSMVEQyklC42IAXsnwmuYfs16mhvNjNHhvv99mFyV83sFt79/h75Dx80A0oL4hGMCToxCA8l6GEqsCoWl5ZiQo0gtIEsKC0sp9YWU0tOmj7fx5MtTYniU6hpaNSFWmEBJCyX/eIF04LbjGNWTrHj3K/g/nHcXMdxjPV8vrJtyc1MCzi2iIP5PY43i4/1x+r43zc/Krm9ZPpHSgIo+ApPOHmeHyEGzpIoxT8siwMJMlKqKGawRilVmpKuEqeXkH0VMILn8lxLFeHCm1ZJPuWifgctkIQlcIGSjEWC78Yb+On2er2ODWe1YtXhhStYnvjJMEl8O7J+PDzdPb17/9Yvbeo7hJgkdYUgGkBiJDbJsYNhBAYRHEXQOSREVCqsIOkpnYoYrR5znzIfmx0hrqMo4P6p1N6WTJUKRDPhRYkDFWwmByoDMfrWxRlAQr9fu+g/1JAadLXkukn6WLbjGPM68VdOUkyiJWhrRYOrHyetq+Xdf1G+t6VkkZFpAAAAAElFTkSuQmCC",
sheet_url: "edges2handbags-sheet.jpg",
})
create_editor({
name: "facades",
generate_url: base_url + "/facades_BtoA",
mode: "rect",
colors: {
background: "#0006d9",
wall: "#0d3dfb",
door: "#a50000",
"window": "#0075ff",
"window sill": "#68f898",
"window head": "#1dffdd",
"shutter": "#eeed28",
balcony: "#b8ff38",
trim: "#ff9204",
cornice: "#ff4401",
column: "#f60001",
entrance: "#00c9ff",
},
clear: "#0d3dfb",
draw: "#0075ff",
initial_input: 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",
initial_output: "data:image/png;base64,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",
sheet_url: "facades-sheet.jpg",
})
create_editor({
name: "edges2cats",
generate_url: base_url + "/edges2cats_AtoB",
mode: "line",
clear: "#FFFFFF",
colors: {
line: "#000000",
eraser: "#ffffff",
},
draw: "#000000",
initial_input: "data:image/png;base64,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",
initial_output: 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",
sheet_url: "edges2cats-sheet.png",
})
init()
}
window.onload = main
function render() {
for (var i = 0; i < editors.length; i++) {
editors[i].render()
}
}
// editor
function Editor(config) {
this.config = config
this.view = new View(this.config.name, 800, 400)
this.buffers = []
this.buffer = createContext(SIZE, SIZE, SCALE)
this.buffer.fillStyle = this.config.clear
this.buffer.fillRect(0, 0, SIZE, SIZE)
var image = new Image()
image.src = this.config.initial_input
image.onload = () => {
this.buffer.drawImage(image, 0, 0)
}
this.output = createContext(SIZE, SIZE, 1)
var output = new Image()
output.src = this.config.initial_output
output.onload = () => {
this.output.drawImage(output, 0, 0)
}
this.sheet_loaded = false
this.sheet = new Image()
this.sheet.src = this.config.sheet_url
this.sheet.onload = () => {
this.sheet_loaded = true
update()
}
this.sheet_index = 0
}
Editor.prototype = {
push_buffer: function() {
this.buffers.push(this.buffer)
var buffer = createContext(SIZE, SIZE, SCALE)
buffer.save()
buffer.scale(1/SCALE, 1/SCALE)
buffer.drawImage(this.buffer.canvas, 0, 0)
buffer.restore()
this.buffer = buffer
},
pop_buffer: function() {
if (this.buffers.length == 0) {
return
}
this.buffer = this.buffers.pop()
},
render: function() {
var v = this.view
v.ctx.clearRect(0, 0, v.f.width, v.f.height)
v.ctx.save()
v.ctx.scale(1/SCALE, 1/SCALE)
v.ctx.drawImage(editor_background, 0, 0)
v.ctx.restore()
v.frame("tools", 8, 41, 100, 250, () => {
var i = 0
for (var name in this.config.colors) {
var color = this.config.colors[name]
v.frame("color_selector", 0, i*21, v.f.width, 20, () => {
if (v.contains(mouse_pos)) {
cursor_style = "pointer"
}
if (mouse_released && v.contains(mouse_pos)) {
this.config.draw = color
update()
}
if (this.config.draw == color) {
v.ctx.save()
var radius = 5
v.ctx.beginPath()
v.ctx.moveTo(radius, 0)
var sides = [v.f.width, v.f.height, v.f.width, v.f.height]
for (var i = 0; i < sides.length; i++) {
var side = sides[i]
v.ctx.lineTo(side - radius, 0)
v.ctx.arcTo(side, 0, side, radius, radius)
v.ctx.translate(side, 0)
v.ctx.rotate(90 / 180 * Math.PI)
}
v.ctx.fillStyle = rgba([0.5, 0.5, 0.5, 1.0])
v.ctx.stroke()
v.ctx.restore()
v.ctx.font = "bold 8pt Arial"
} else {
v.ctx.font = "8pt Arial"
}
v.ctx.fillText(name, v.f.width - v.ctx.measureText(name).width - 26, 10)
v.frame("color", v.f.width-25, 0, 20, 20, () => {
v.ctx.beginPath()
v.ctx.fillStyle = "#666666"
v.ctx.arc(10, 10, 9, 0, 2 * Math.PI, false)
v.ctx.fill()
v.ctx.beginPath()
v.ctx.fillStyle = color
v.ctx.arc(10, 10, 8, 0, 2 * Math.PI, false)
v.ctx.fill()
})
})
i++
}
})
v.frame("output", 530, 40, 256, 256, () => {
v.ctx.drawImage(this.output.canvas, 0, 0)
})
v.frame("input", 140, 40, 256, 256+40, () => {
v.frame("image", 0, 0, 256, 256, () => {
v.ctx.drawImage(this.buffer.canvas, 0, 0, v.f.width, v.f.height)
if (v.contains(mouse_pos)) {
cursor_style = "crosshair"
if (this.config.mode == "line" && this.config.draw == "#ffffff") {
// eraser tool
cursor_style = "url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABAAAAAQCAMAAAAoLQ9TAAAABGdBTUEAALGPC/xhBQAAAAFzUkdCAK7OHOkAAAAzUExURUxpcQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAOV/WOUAAAARdFJOUwB7BV0sJ3ICZWRclwtZWEVGFYg1NwAAAGZJREFUGNNlj0sSwCAIQ6OiiL96/9NWraN2fCsIAyQAwGSUc8oQY6DF21ay9ZJ6n2LGpEbdBvJgkYVBHgeeEOwpWAPFp8AKDj/cLVwr19HrLUvZfW3GoOOyWuIXZofT8zSFHj+M+C9QDQKFE100RAAAAABJRU5ErkJggg==) 8 8, auto"
}
}
if (this.config.mode == "line") {
// this is to make undo work with lines, rather than removing only single frame line segments
var drag_from_outside = mouse_down && v.contains(mouse_pos) && !v.contains(last_mouse_pos)
var start_inside = mouse_pressed && v.contains(mouse_pos)
if (drag_from_outside || start_inside) {
this.push_buffer()
}
if (mouse_down && v.contains(mouse_pos)) {
var last = v.relative(last_mouse_pos)
var cur = v.relative(mouse_pos)
this.buffer.beginPath()
this.buffer.lineCap = "round"
this.buffer.strokeStyle = this.config.draw
if (this.config.draw == "#ffffff") {
// eraser mode
this.buffer.lineWidth = 15
} else {
this.buffer.lineWidth = 1
}
this.buffer.moveTo(last.x, last.y)
this.buffer.lineTo(cur.x, cur.y)
this.buffer.stroke()
this.buffer.closePath()
}
} else {
if (v.contains(drag_start)) {
var start = v.relative(drag_start)
var end = v.relative(mouse_pos)
var width = end.x - start.x
var height = end.y - start.y
if (mouse_down) {
v.ctx.save()
v.ctx.rect(0, 0, v.f.width, v.f.height)
v.ctx.clip();
v.ctx.fillStyle = this.config.draw
v.ctx.fillRect(start.x, start.y, width, height)
v.ctx.restore()
} else if (mouse_released) {
this.push_buffer()
this.buffer.fillStyle = this.config.draw
this.buffer.fillRect(start.x, start.y, width, height)
v.ctx.drawImage(this.buffer.canvas, 0, 0, v.f.width, v.f.height)
}
}
}
})
})
v.frame("process_button", 461 - 32, 148, 32*2, 40, () => {
if (request_in_progress) {
do_button(v, "...")
} else {
if (do_button(v, "process")) {
if (request_in_progress) {
console.log("request already in progress")
return
}
last_request_failed = false
var convert = createContext(SIZE, SIZE, 1)
convert.drawImage(this.buffer.canvas, 0, 0, convert.canvas.width, convert.canvas.height)
var input_b64 = convert.canvas.toDataURL("image/png").replace(/^data:image\/png;base64,/, "")
var xhr = new XMLHttpRequest()
xhr.open("POST", this.config.generate_url, true)
xhr.setRequestHeader("Content-Type", "image/png")
xhr.responseType = "arraybuffer"
xhr.timeout = 45000
xhr.onreadystatechange = () => {
if (xhr.readyState == 4) {
request_in_progress = false
update()
if (xhr.status == 200) {
var output_bin = new Uint8Array(xhr.response)
var output_b64 = bin_to_b64(output_bin)
var output = new Image()
output.src = "data:" + xhr.getResponseHeader("Content-Type") + ";base64," + output_b64
output.onload = () => {
// browsers besides chrome need to wait for the image to load
this.output.drawImage(output, 0, 0)
update()
}
} else {
last_request_failed = true
}
}
}
request_in_progress = true
update()
xhr.send(b64_to_bin(input_b64))
}
}
})
v.frame("undo_button", 192-32, 310, 64, 40, () => {
if (do_button(v, "undo")) {
this.pop_buffer()
update()
}
})
v.frame("clear_button", 270-32, 310, 64, 40, () => {
if (do_button(v, "clear")) {
this.buffers = []
this.buffer.fillStyle = this.config.clear
this.buffer.fillRect(0, 0, SIZE, SIZE)
this.output.fillStyle = "#FFFFFF"
this.output.fillRect(0, 0, SIZE, SIZE)
}
})
if (this.sheet_loaded) {
v.frame("random_button", 347-32, 310, 64, 40, () => {
if (do_button(v, "random")) {
// pick next sheet entry
this.buffers = []
var y_offset = this.sheet_index * SIZE
this.buffer.drawImage(this.sheet, 0, y_offset, SIZE, SIZE, 0, 0, SIZE, SIZE)
this.output.drawImage(this.sheet, SIZE, y_offset, SIZE, SIZE, 0, 0, SIZE, SIZE)
this.sheet_index = (this.sheet_index + 1) % (this.sheet.height / SIZE)
update()
}
})
}
v.frame("save_button", 655-32, 310, 64, 40, () => {
if (do_button(v, "save")) {
// create a canvas to hold the part of the canvas that we wish to store
var x = 125 * SCALE
var y = 0
var width = 800 * SCALE - x
var height = 310 * SCALE - y
var convert = createContext(width, height, 1)
convert.drawImage(v.ctx.canvas, x, y, width, height, 0, 0, convert.canvas.width, convert.canvas.height)
var data_b64 = convert.canvas.toDataURL("image/png").replace(/^data:image\/png;base64,/, "")
var data = b64_to_bin(data_b64)
var blob = new Blob([data], {type: "application/octet-stream"})
var url = window.URL.createObjectURL(blob)
var a = document.createElement("a")
a.href = url
a.download = "pix2pix.png"
// use createEvent instead of .click() to work in firefox
// also can't revoke the object url because firefox breaks
var event = document.createEvent("MouseEvents")
event.initEvent("click", true, true)
a.dispatchEvent(event)
// safari doesn't work at all
}
})
if (last_request_failed) {
v.frame("server_error", 50, 350, v.f.width, 50, () => {
v.ctx.font = "20px Arial"
v.ctx.fillStyle = "red"
v.center_text("error connecting to server, try again later")
})
}
},
}
// utility
function createContext(width, height, scale) {
var canvas = document.createElement("canvas")
canvas.width = width * scale
canvas.height = height * scale
stylize(canvas, {
width: fmt("%dpx", width),
height: fmt("%dpx", height),
margin: "10px auto 10px auto",
})
var ctx = canvas.getContext("2d")
ctx.scale(scale, scale)
return ctx
}
function b64_to_bin(str) {
var binstr = atob(str)
var bin = new Uint8Array(binstr.length)
for (var i = 0; i < binstr.length; i++) {
bin[i] = binstr.charCodeAt(i)
}
return bin
}
function bin_to_b64(bin) {
var parts = []
for (var i = 0; i < bin.length; i++) {
parts.push(String.fromCharCode(bin[i]))
}
var binstr = parts.join("")
return btoa(binstr)
}
// immediate mode
var SCALE = 2
var updated = true
var frame_rate = 0
var now = new Date()
var last_frame = new Date()
var animations = {}
var values = {}
var cursor_style = null
var mouse_pos = [0, 0]
var last_mouse_pos = [0, 0]
var drag_start = [0, 0]
var mouse_down = false
var mouse_pressed = false
var mouse_released = false
if (DEBUG) {
var fps_elem = document.createElement("div")
stylize(fps_elem, {
width: "300px",
height: "20px",
margin: "5px",
fontFamily: "Monaco",
fontSize: "12px",
position: "absolute",
top: fmt("%dpx", 10),
right: fmt("%dpx", 10),
})
document.body.insertBefore(fps_elem, document.body.firstChild)
var status_elem = document.createElement("div")
stylize(status_elem, {
width: "10px",
height: "10px",
margin: "5px",
position: "absolute",
top: fmt("%dpx", 10),
left: fmt("%dpx", 10),
})
document.body.insertBefore(status_elem, document.body.firstChild)
}
function View(name, width, height) {
this.ctx = createContext(width, height, SCALE)
// https://developer.apple.com/library/safari/documentation/AudioVideo/Conceptual/HTML-canvas-guide/AddingText/AddingText.html
this.ctx.textBaseline = "middle"
this.frames = [{name: name, offset_x: 0, offset_y: 0, width: width, height: height}]
this.f = this.frames[0]
}
View.prototype = {
push_frame: function(name, x, y, width, height) {
this.ctx.save()
this.ctx.translate(x, y)
var current = this.frames[this.frames.length - 1]
var next = {name: name, offset_x: current.offset_x + x, offset_y: current.offset_y + y, width: width, height: height}
this.frames.push(next)
this.f = next
},
pop_frame: function() {
this.ctx.restore()
this.frames.pop()
this.f = this.frames[this.frames.length - 1]
},
frame: function(name, x, y, width, height, func) {
this.push_frame(name, x, y, width, height)
func()
this.pop_frame()
},
frame_path: function() {
var parts = []
for (var i = 0; i < this.frames.length; i++) {
parts.push(this.frames[i].name)
}
return parts.join(".")
},
relative: function(pos) {
// adjust x and y relative to the top left corner of the canvas
// then adjust relative to the current frame
var rect = this.ctx.canvas.getBoundingClientRect()
return {x: pos.x - rect.left - this.f.offset_x, y: pos.y - rect.top - this.f.offset_y}
},
contains: function(pos) {
// first check that position is inside canvas container
var rect = this.ctx.canvas.getBoundingClientRect()
if (pos.x < rect.left || pos.x > rect.left + rect.width || pos.y < rect.top || pos.y > rect.top + rect.height) {
return false
}
// translate coordinates to the current frame
var rel = this.relative(pos)
return 0 < rel.x && rel.x < this.f.width && 0 < rel.y && rel.y < this.f.height
},
put_image_data: function(d, x, y) {
this.ctx.putImageData(d, (x + this.f.offset_x) * SCALE, (y + this.f.offset_y) * SCALE)
},
center_text: function(s) {
this.ctx.fillText(s, (this.f.width - this.ctx.measureText(s).width)/2, this.f.height/2)
},
}
function do_button(v, text) {
name = v.frame_path()
if (v.contains(mouse_pos)) {
cursor_style = "pointer"
}
if (request_in_progress) {
animate(name, parse_color("#aaaaaaFF"), 100)
} else if (mouse_down && v.contains(mouse_pos)) {
animate(name, parse_color("#FF0000FF"), 50)
} else {
if (v.contains(mouse_pos)) {
animate(name, parse_color("#f477a5FF"), 100)
} else {
animate(name, parse_color("#f92672FF"), 100)
}
}
v.ctx.save()
var radius = 5
v.ctx.beginPath()
v.ctx.moveTo(radius, 0)
var sides = [v.f.width, v.f.height, v.f.width, v.f.height]
for (var i = 0; i < sides.length; i++) {
var side = sides[i]
v.ctx.lineTo(side - radius, 0)
v.ctx.arcTo(side, 0, side, radius, radius)
v.ctx.translate(side, 0)
v.ctx.rotate(90 / 180 * Math.PI)
}
v.ctx.fillStyle = rgba(calculate(name))
v.ctx.fill()
v.ctx.restore()
v.ctx.font = "16px Arial"
v.ctx.fillStyle = "#f8f8f8"
v.center_text(text)
if (request_in_progress) {
return false
}
return mouse_released && v.contains(mouse_pos) && v.contains(drag_start)
}
function stylize(elem, style) {
for (var key in style) {
elem.style[key] = style[key]
}
}
function update() {
updated = true
}
function frame() {
var raf = window.requestAnimationFrame(frame)
if (!updated && Object.keys(animations).length == 0) {
if (DEBUG) {
status_elem.style.backgroundColor = "black"
}
return
}
if (DEBUG) {
status_elem.style.backgroundColor = "red"
}
now = new Date()
cursor_style = null
updated = false
try {
render()
} catch (e) {
window.cancelAnimationFrame(raf)
throw e
}
if (cursor_style == null) {
document.body.style.cursor = "default"
} else {
document.body.style.cursor = cursor_style
}
if (DEBUG) {
var decay = 0.9
var current_frame_rate = 1 / ((now - last_frame) / 1000)
frame_rate = frame_rate * decay + current_frame_rate * (1 - decay)
fps_elem.textContent = fmt("fps: %d", frame_rate)
}
last_frame = now
last_mouse_pos = mouse_pos
mouse_pressed = false
mouse_released = false
}
function array_equal(a, b) {
if (a.length != b.length) {
return false
}
for (var i = 0; i < a.length; i++) {
if (a[i] != b[i]) {
return false
}
}
return true
}
function animate(name, end, duration) {
if (values[name] == undefined) {
// no value has been set for this element, set it immediately
values[name] = end
return
}
var v = calculate(name)
if (array_equal(v, end)) {
return
}
if (duration == 0) {
delete animations[name]
values[name] = end
return
}
var a = animations[name]
if (a != undefined && array_equal(a.end, end)) {
return
}
animations[name] = {time: now, start: v, end: end, duration: duration}
}
function calculate(name) {
if (values[name] == undefined) {
throw "calculate used before calling animate"
}
var a = animations[name]
if (a != undefined) {
// update value
var t = Math.min((now - a.time)/a.duration, 1.0)
t = t*t*t*(t*(t*6 - 15) + 10) // smootherstep
var result = []
for (var i = 0; i < a.start.length; i++) {
result[i] = a.start[i] + (a.end[i] - a.start[i]) * t
}
if (t == 1.0) {
delete animations[name]
}
values[name] = result
}
return values[name]
}
function rgba(v) {
return fmt("rgba(%d, %d, %d, %f)", v[0] * 255, v[1] * 255, v[2] * 255, v[3])
}
var parse_color = function(c) {
return [
parseInt(c.substr(1,2), 16) / 255,
parseInt(c.substr(3,2), 16) / 255,
parseInt(c.substr(5,2), 16) / 255,
parseInt(c.substr(7,2), 16) / 255,
]
}
document.addEventListener("mousemove", function(e) {
mouse_pos = {x: e.clientX, y: e.clientY}
update()
})
document.addEventListener("mousedown", function(e) {
drag_start = {x: e.clientX, y: e.clientY}
mouse_down = true
mouse_pressed = true
update()
})
document.addEventListener("mouseup", function(e) {
mouse_down = false
mouse_released = true
update()
})
function default_format(obj) {
if (typeof(obj) === "string") {
return obj
} else {
return JSON.stringify(obj)
}
}
function fmt() {
if (arguments.length === 0) {
return "error"
}
var format = arguments[0]
var output = ""
var arg_index = 1
var i = 0
while (i < format.length) {
var c = format[i]
i++
if (c != "%") {
output += c
continue
}
if (i === format.length) {
output += "%!(NOVERB)"
break
}
var flag = format[i]
i++
var pad_char = " "
if (flag == "0") {
pad_char = "0"
} else {
// not a flag
i--
}
var width = 0
while (format[i] >= "0" && format[i] <= "9") {
width *= 10
width += parseInt(format[i], 10)
i++
}
var f = format[i]
i++
if (f === "%") {
output += "%"
continue
}
if (arg_index === arguments.length) {
output += "%!" + f + "(MISSING)"
continue
}
var arg = arguments[arg_index]
arg_index++
var o = null
if (f === "v") {
o = default_format(arg)
} else if (f === "s" && typeof(arg) === "string") {
o = arg
} else if (f === "T") {
o = typeof(arg)
} else if (f === "d" && typeof(arg) === "number") {
o = arg.toFixed(0)
} else if (f === "f" && typeof(arg) === "number") {
o = arg.toString()
} else if (f === "x" && typeof(arg) === "number") {
o = Math.round(arg).toString(16)
} else if (f === "t" && typeof(arg) === "boolean") {
if (arg) {
o = "true"
} else {
o = "false"
}
} else {
output += "%!" + f + "(" + typeof(arg) + "=" + default_format(arg) + ")"
}
if (o !== null) {
if (o.length < width) {
output += Array(width - o.length + 1).join(pad_char)
}
output += o
}
}
if (arg_index < arguments.length) {
output += "%!(EXTRA "
while (arg_index < arguments.length) {
var arg = arguments[arg_index]
output += typeof(arg) + "=" + default_format(arg)
if (arg_index < arguments.length - 1) {
output += ", "
}
arg_index++
}
output += ")"
}
return output
}
function init() {
window.requestAnimationFrame(frame)
}
</script>
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