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tensorflow on frontend #138

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tensorflow on frontend #138

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5 changes: 5 additions & 0 deletions package.json
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Original file line number Diff line number Diff line change
Expand Up @@ -18,6 +18,11 @@
"author": "aji47",
"license": "MIT",
"dependencies": {
"@tensorflow-models/coco-ssd": "^2.2.1",
"@tensorflow/tfjs-backend-cpu": "^2.8.1",
"@tensorflow/tfjs-backend-webgl": "^2.8.1",
"@tensorflow/tfjs-converter": "^2.8.1",
"@tensorflow/tfjs-core": "^2.8.1",
"babel-polyfill": "^6.26.0",
"chart.js": "^2.7.3",
"chokidar": "^3.3.1",
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48 changes: 47 additions & 1 deletion src/client/ExplorerPage.js
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Original file line number Diff line number Diff line change
Expand Up @@ -55,6 +55,41 @@ function parse(str) {
return nameParser.parse(getBaseName(str));
}

async function highlightCoser() {

//show busy loader---

require('@tensorflow/tfjs-backend-cpu');
require('@tensorflow/tfjs-backend-webgl');
const cocoSsd = require('@tensorflow-models/coco-ssd');
const model = await cocoSsd.load();


let imgs = document.querySelectorAll(".file-cell-thumbnail");
imgs = Array.from(imgs);
const detectArr = imgs.map(img => model.detect(img));

let detectRes = await Promise.all(detectArr);

let titles = document.querySelectorAll(".file-cell-title");
titles = Array.from(titles);
titles = titles.map(e => e.textContent);
detectRes = detectRes.map(arr => {
const isPerson = arr.findIndex(e => e.class === "person") > -1
return isPerson;
});

// console.table(titles)
// console.table(result)

debugger


console.table(_.object(titles, detectRes))

//disable busy loader
}

export default class ExplorerPage extends Component {
constructor(prop) {
super(prop);
Expand Down Expand Up @@ -888,6 +923,16 @@ export default class ExplorerPage extends Component {
);
}

renderRealPhotoButton() {
const text = "Highlight Real Photo"
return (
<span key="real-photo-menu-button" className="real-photo-menu-button exp-top-button" onClick={highlightCoser}>
<span className="fas fa-portrait" />
<span> {text} </span>
</span>
);
}

renderChartButton() {
const table = {}
table[MODE_AUTHOR] = "/chart/?a=";
Expand Down Expand Up @@ -966,7 +1011,8 @@ export default class ExplorerPage extends Component {
</Link>
</div>
}
<div className="col-6 col-md-4 " > {this.renderToggleMenuButton()} </div>
<div className="col-6 col-md-4"> {this.renderRealPhotoButton()}</div>
<div className="col-6 col-md-4" > {this.renderToggleMenuButton()} </div>
</div>);

const breadcrumb = isExplorer && (<div className="row">
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