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"require-main-filename": "^1.0.1", + "set-blocking": "^2.0.0", + "string-width": "^2.0.0", + "which-module": "^2.0.0", + "y18n": "^3.2.1", + "yargs-parser": "^9.0.2" + } + }, + "yargs-parser": { + "version": "9.0.2", + "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-9.0.2.tgz", + "integrity": "sha1-nM9qQ0YP5O1Aqbto9I1DuKaMwHc=", + "requires": { + "camelcase": "^4.1.0" + } + } + } +} diff --git a/package.json b/package.json index 21afb95..039524c 100644 --- a/package.json +++ b/package.json @@ -22,7 +22,7 @@ "yargs": "^11.0.0" }, "devDependencies": { - "eslint": "^5.0.1", + "eslint": "^6.0.0", "eslint-config-strongloop": "^2.1.0" } } diff --git a/static/css/webapp.css b/static/css/webapp.css index 5ed5a71..cc4a4ef 100644 --- a/static/css/webapp.css +++ b/static/css/webapp.css @@ -16,12 +16,26 @@ /* Style sheet for MAX Object Detector Web App */ -body { +html, body { font-family: 'IBM Plex Sans', 'Helvetica Neue', Arial, sans-serif; + height: 100%; +} + +video { + height: 100%; + width: 100%; +} + +#footer, .push { + height: 60px; + padding-left: 2%; + padding-right: 2%; } .container-fluid { padding: 1% 2%; + min-height: 100%; + margin-bottom: -80px; } #codait-logo { @@ -58,7 +72,7 @@ body { font-weight: bold; cursor: help; } - + #threshold-range { margin: 15px 0; } @@ -88,4 +102,4 @@ body { .hide-label { opacity: 0.4; -} \ No newline at end of file +} diff --git a/static/index.html b/static/index.html index 439c59a..60edf0d 100644 --- a/static/index.html +++ b/static/index.html @@ -18,7 +18,7 @@ MAX Object Detector - + @@ -38,7 +38,7 @@ @@ -60,13 +60,13 @@

MAX Object Detector

+ - + - -
@@ -76,7 +76,8 @@

MAX Object Detector

Filter detected objects - ⓘ + ⓘ
@@ -99,7 +100,8 @@

MAX Object Detector

Labels Found - ⓘ + ⓘ
@@ -117,19 +119,23 @@

MAX Object Detector

+
- +
+ + + - + \ No newline at end of file diff --git a/static/js/webapp.js b/static/js/webapp.js index 28a1b55..95ec3cb 100644 --- a/static/js/webapp.js +++ b/static/js/webapp.js @@ -20,9 +20,9 @@ 'use strict'; // canvas colors -var color_normal = '#00FF00'; // Lime -var color_highlight = '#FFFFFF'; // White -var color_text = '#000000'; // Black +const COLOR_NORMAL = '#00FF00'; // Lime +const COLOR_HIGHLIGHT = '#FFFFFF'; // White +const COLOR_TEXT = '#000000'; // Black // global vars var threshold = 0.5; @@ -31,7 +31,7 @@ var filter_list = []; var predictions = []; // Refreshes the label icons visibility -function update_label_icons() { +function updateLabelIcons() { $('.label-icon').hide(); for (var i = 0; i < predictions.length; i++) { var icon_id = '#label-icon-' + predictions[i]['label_id']; @@ -42,14 +42,20 @@ function update_label_icons() { } // a visibility filter for threshold and and label blacklist -function display_box(i) { +function displayBox(i) { return predictions[i]['probability'] > threshold && !filter_list.includes(predictions[i]['label_id']); } +function clearCanvas() { + $('#image-display').empty(); // removes previous img and canvas + predictions = []; // remove any previous metadata + updateLabelIcons(); // reset label icons +} + // (re)paints canvas (if canvas exists) and triggers label visibility refresh -function paint_canvas() { - update_label_icons(); +function paintCanvas() { + updateLabelIcons(); if ($('#image-canvas').length) { @@ -67,26 +73,26 @@ function paint_canvas() { ctx.lineWidth = '3'; for (var i = 0; i < predictions.length; i++) { - if (display_box(i)) { + if (displayBox(i)) { if (predictions[i]['label_id'] === highlight) { - ctx.strokeStyle = color_highlight; + ctx.strokeStyle = COLOR_HIGHLIGHT; } else { - ctx.strokeStyle = color_normal; + ctx.strokeStyle = COLOR_NORMAL; } - paint_box(i, ctx, can); + paintBox(i, ctx, can); } } for (i = 0; i < predictions.length; i++) { - if (display_box(i)) { - paint_label_text(i, ctx, can); + if (displayBox(i)) { + paintLabelText(i, ctx, can); } } } } // module function for painting bounding box on canvas -function paint_box(i, ctx, can) { +function paintBox(i, ctx, can) { ctx.beginPath(); var corners = predictions[i]['detection_box']; var ymin = corners[0] * can.height; @@ -98,7 +104,7 @@ function paint_box(i, ctx, can) { } // module function for painting label text on canvas -function paint_label_text(i, ctx, can) { +function paintLabelText(i, ctx, can) { var probability = predictions[i]['probability']; var box = predictions[i]['detection_box']; var y = box[0] * can.height; @@ -117,28 +123,24 @@ function paint_label_text(i, ctx, can) { var tHeight = parseInt(ctx.font, 10) * 1.4; if (predictions[i]['label_id'] === highlight) { - ctx.fillStyle = color_highlight; + ctx.fillStyle = COLOR_HIGHLIGHT; } else { - ctx.fillStyle = color_normal; + ctx.fillStyle = COLOR_NORMAL; } ctx.fillRect(x, y, tWidth + 3, tHeight); - ctx.fillStyle = color_text; + ctx.fillStyle = COLOR_TEXT; ctx.fillText(text, x + 1, y); } -// Run or bind functions on page load -$(function() { - // Update canvas when window resizes - $(window).resize(function(){ - paint_canvas(); - }); +// Take uploaded image, display to canvas and run model +function submitImageInput(event) { - // Image upload form submit functionality - $('#file-upload').on('submit', function(event){ + if ($('#file-input').val() !== '') { // Stop form from submitting normally event.preventDefault(); + clearCanvas(); // Create form data var form = event.target; var file = form[0].files[0]; @@ -154,46 +156,124 @@ $(function() { + ''; $('#image-display').html(img_html); // replaces previous img and canvas predictions = []; // remove any previous metadata - update_label_icons(); // reset label icons + updateLabelIcons(); // reset label icons }; reader.readAsDataURL(file); + sendImage(data); + } - if ($('#file-input').val() !== '') { - $('#file-submit').text('Detecting...'); - $('#file-submit').prop('disabled', true); - - // Perform file upload - $.ajax({ - url: '/model/predict', - method: 'post', - processData: false, - contentType: false, - data: data, - dataType: 'json', - success: function(data) { - predictions = data['predictions']; - paint_canvas(); - if (predictions.length === 0) { - alert('No Objects Detected'); - } - }, - error: function(jqXHR, status, error) { - alert('Object Detection Failed: ' + jqXHR.responseText); - }, - complete: function() { - $('#file-submit').text('Submit'); - $('#file-submit').prop('disabled', false); - $('#file-input').val(''); - }, - }); - } +} + +// Enable the webcam +function runWebcam() { + clearCanvas(); + var video_html = ''; + $('#webcam-video').html(video_html); + var video = document.querySelector('video'); + + var constraints = { + audio: false, + video: { width: 9999, height: 9999 }, + }; + + navigator.mediaDevices.getUserMedia(constraints).then(function(stream) { + window.stream = stream; // make stream available to browser console + video.srcObject = stream; + }).catch(function(error) { + console.log(error.message, error.name); + }); + + // Disable image upload + $('#file-submit').prop('disabled', true); + + // Reset button + $('#webcam-btn').removeClass('btn-primary').addClass('btn-danger shutter-btn') + .text('Snap Picture').click(webcamImageInput).off('click', runWebcam); +} + +// Output video frame to canvas and run model +function webcamImageInput() { + var video = document.querySelector('video'); + $('#image-display').html(''); + var canvas = document.querySelector('#image-canvas'); + canvas.width = video.videoWidth; + canvas.height = video.videoHeight; + canvas.getContext('2d').drawImage(video, 0, 0); + + var img = document.createElement('img'); + img.id = 'user-image'; + img.src = canvas.toDataURL(); + $('#image-display').prepend(img); + + window.stream.getVideoTracks()[0].stop(); + $('#webcam-video').empty(); + + canvas.toBlob(function(blob) { + var data = new FormData(); + data.append('image', blob); + data.append('threshold', 0); + sendImage(data); + }); + + paintCanvas(); + + // Reset button + $('#webcam-btn').removeClass('shutter-btn btn-danger').addClass('btn-primary') + .text('New Picture?').off('click', webcamImageInput).click(runWebcam); + + // Re-enable image upload + $('#file-submit').prop('disabled', false); +} + +// Send image to model endpoint +function sendImage(data) { + $('#file-submit').text('Detecting...'); + $('#file-submit').prop('disabled', true); + + // Perform file upload + $.ajax({ + url: '/model/predict', + method: 'post', + processData: false, + contentType: false, + data: data, + dataType: 'json', + success: function(data) { + predictions = data['predictions']; + paintCanvas(); + if (predictions.length === 0) { + alert('No Objects Detected'); + } + }, + error: function(jqXHR, status, error) { + alert('Object Detection Failed: ' + jqXHR.responseText); + }, + complete: function() { + $('#file-submit').text('Submit'); + $('#file-submit').prop('disabled', false); + $('#file-input').val(''); + }, }); +} + +// Run or bind functions on page load +$(function() { + // Update canvas when window resizes + $(window).resize(function(){ + paintCanvas(); + }); + + // Image upload form submit functionality + $('#file-upload').on('submit', submitImageInput); + + // Enable webcam + $('#webcam-btn').on('click', runWebcam); // Update threshold value functionality $('#threshold-range').on('input', function() { $('#threshold-text span').html(this.value); threshold = $('#threshold-range').val() / 100; - paint_canvas(); + paintCanvas(); }); // Populate the label icons on page load @@ -217,16 +297,16 @@ $(function() { $(this).addClass('hide-label'); filter_list.push(this_id); } - paint_canvas(); + paintCanvas(); }); // Add mouse over for each icon $('.label-icon').hover(function() { highlight = $(this).attr('id').match(/\d+$/)[0]; - paint_canvas(); + paintCanvas(); }, function() { highlight = ''; - paint_canvas(); + paintCanvas(); }); }); });