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Menambahkan dukungan untuk Git LFS

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  1. .gitattributes +2 -0
  2. app.py +50 -0
  3. index.html +0 -19
  4. model/model_vgg16_pretrained_70_20.h5 +3 -0
  5. requirements.txt +13 -0
  6. static/assets/cdn.jsdelivr.net/npm/swiper@8.3.2/swiper-bundle.min.css +13 -0
  7. static/assets/cdn.jsdelivr.net/npm/uikit@3.15.1/dist/css/uikit.min.css +0 -0
  8. static/assets/css/main.css +179 -0
  9. static/assets/css/theme/main.min.css +0 -0
  10. static/assets/fonts/brand-icons/brand-icons.woff2 +0 -0
  11. static/assets/fonts/unicons/Unicons6c87.woff +0 -0
  12. static/assets/images/404-dark.png +3 -0
  13. static/assets/images/404-light.png +3 -0
  14. static/assets/images/bitcoin-hero.png +3 -0
  15. static/assets/images/blob-dashed.svg +3 -0
  16. static/assets/images/collection-cta.png +3 -0
  17. static/assets/images/collection.png +3 -0
  18. static/assets/images/demo/404.png +3 -0
  19. static/assets/images/demo/blog-single.png +3 -0
  20. static/assets/images/demo/blog.png +3 -0
  21. static/assets/images/demo/connect-wallet.png +3 -0
  22. static/assets/images/demo/contact.png +3 -0
  23. static/assets/images/demo/landing_01.png +3 -0
  24. static/assets/images/demo/landing_01_light.png +3 -0
  25. static/assets/images/demo/landing_02.png +3 -0
  26. static/assets/images/demo/landing_02_light.png +3 -0
  27. static/assets/images/demo/landing_03.png +3 -0
  28. static/assets/images/demo/landing_03_light.png +3 -0
  29. static/assets/images/demo/landing_04.png +3 -0
  30. static/assets/images/demo/landing_04_light.png +3 -0
  31. static/assets/images/demo/landing_05.png +3 -0
  32. static/assets/images/demo/landing_05_light.png +3 -0
  33. static/assets/images/demo/reset-password.png +3 -0
  34. static/assets/images/demo/sign-in.png +3 -0
  35. static/assets/images/demo/sign-up.png +3 -0
  36. static/assets/images/demo/soon.png +3 -0
  37. static/assets/images/divider-01.svg +1 -0
  38. static/assets/images/divider-02.svg +9 -0
  39. static/assets/images/features-01.png +3 -0
  40. static/assets/images/features-02.png +3 -0
  41. static/assets/images/features-03.png +3 -0
  42. static/assets/images/features-04.png +3 -0
  43. static/assets/images/features-05.png +3 -0
  44. static/assets/images/features-06.png +3 -0
  45. static/assets/images/features-07.png +3 -0
  46. static/assets/images/gradient-circle.svg +1 -0
  47. static/assets/images/icon-01.png +3 -0
  48. static/assets/images/icon-02.png +3 -0
  49. static/assets/images/icon-03.png +3 -0
  50. static/assets/images/icon-04.png +3 -0
.gitattributes CHANGED
@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
33
  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ *.png filter=lfs diff=lfs merge=lfs -text
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+ *.jpg filter=lfs diff=lfs merge=lfs -text
app.py ADDED
@@ -0,0 +1,50 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ import numpy as np
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+ from flask import Flask, request, render_template, jsonify
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+ from tensorflow.keras.models import load_model
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+ from tensorflow.keras.preprocessing import image
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+
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+ from util import base64_to_pil
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+
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+ app = Flask(__name__)
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+
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+ # Load the pre-trained model
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+ model = load_model('model/model_vgg16_pretrained_70_20.h5')
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+
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+ def model_predict(img, model):
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+ img = img.resize((128, 128))
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+ x = image.img_to_array(img)
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+ x = np.expand_dims(x, axis=0) # Menambah dimensi batch
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+ x = x.astype('float32') / 255.0
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+ preds = model.predict(x)
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+ return preds
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+
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+ @app.route('/', methods=['GET'])
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+ def index():
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+ return render_template('index.html')
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+
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+ @app.route('/predict', methods=['POST'])
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+ def predict():
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+ if request.method == 'POST':
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+ # Get the image from POST request
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+ img = base64_to_pil(request.json)
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+
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+ # Make prediction
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+ preds = model_predict(img, model)
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+
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+ # Konversi prediksi dari nilai probabilitas menjadi kelas (0 atau 1)
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+ pred_class = np.argmax(preds, axis=1)[0]
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+
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+ # Lakukan pengembalian hasil prediksi
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+ if pred_class == 0:
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+ hasil_label = 'Manipulasi'
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+ else:
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+ hasil_label = 'Real'
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+
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+ hasil_prob = "{:.2f}".format(100 * np.max(preds))
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+
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+ return jsonify(result=hasil_label, probability=hasil_prob)
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+
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+ return jsonify({'error': 'Only POST requests are accepted'})
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+
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+ if __name__ == '__main__':
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+ app.run(debug=True,use_reloader=True)
index.html DELETED
@@ -1,19 +0,0 @@
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- <!doctype html>
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- <html>
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- <head>
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- <meta charset="utf-8" />
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- <meta name="viewport" content="width=device-width" />
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- <title>My static Space</title>
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- <link rel="stylesheet" href="style.css" />
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- </head>
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- <body>
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- <div class="card">
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- <h1>Halo</h1>
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- <p>You can modify this app directly by editing <i>index.html</i> in the Files and versions tab.</p>
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- <p>
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- Also don't forget to check the
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- <a href="https://huggingface.co/docs/hub/spaces" target="_blank">Spaces documentation</a>.
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- </p>
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- </div>
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- </body>
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- </html>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
model/model_vgg16_pretrained_70_20.h5 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:4d1a08e1c9588a1d88df834c121489ca7024fd20c9995896f245600aef3e5e70
3
+ size 75728088
requirements.txt ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ click==7.1.2
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+ Flask==1.1.4
3
+ gunicorn==20.0.4
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+ itsdangerous==1.1.0
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+ Jinja2==2.11.3
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+ MarkupSafe==1.1.1
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+ Werkzeug==1.0.1
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+ gevent==23.9.1
9
+ grpcio==1.59.0
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+ h5py==3.10.0
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+ Pillow==10.0.1
12
+ scikit-learn==1.3.1
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+ tensorflow==2.12.0
static/assets/cdn.jsdelivr.net/npm/swiper@8.3.2/swiper-bundle.min.css ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ /**
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+ * Swiper 8.3.2
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+ * Most modern mobile touch slider and framework with hardware accelerated transitions
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+ * https://swiperjs.com
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+ *
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+ * Copyright 2014-2022 Vladimir Kharlampidi
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+ *
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+ * Released under the MIT License
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+ *
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+ * Released on: July 26, 2022
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+ */
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+
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+ @font-face{font-family:swiper-icons;src:url('data:application/font-woff;charset=utf-8;base64, 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top}.swiper-horizontal>.swiper-pagination-progressbar,.swiper-pagination-progressbar.swiper-pagination-horizontal,.swiper-pagination-progressbar.swiper-pagination-vertical.swiper-pagination-progressbar-opposite,.swiper-vertical>.swiper-pagination-progressbar.swiper-pagination-progressbar-opposite{width:100%;height:4px;left:0;top:0}.swiper-horizontal>.swiper-pagination-progressbar.swiper-pagination-progressbar-opposite,.swiper-pagination-progressbar.swiper-pagination-horizontal.swiper-pagination-progressbar-opposite,.swiper-pagination-progressbar.swiper-pagination-vertical,.swiper-vertical>.swiper-pagination-progressbar{width:4px;height:100%;left:0;top:0}.swiper-pagination-lock{display:none}.swiper-scrollbar{border-radius:10px;position:relative;-ms-touch-action:none;background:rgba(0,0,0,.1)}.swiper-scrollbar-disabled>.swiper-scrollbar,.swiper-scrollbar.swiper-scrollbar-disabled{display:none!important}.swiper-horizontal>.swiper-scrollbar,.swiper-scrollbar.swiper-scrollbar-horizontal{position:absolute;left:1%;bottom:3px;z-index:50;height:5px;width:98%}.swiper-scrollbar.swiper-scrollbar-vertical,.swiper-vertical>.swiper-scrollbar{position:absolute;right:3px;top:1%;z-index:50;width:5px;height:98%}.swiper-scrollbar-drag{height:100%;width:100%;position:relative;background:rgba(0,0,0,.5);border-radius:10px;left:0;top:0}.swiper-scrollbar-cursor-drag{cursor:move}.swiper-scrollbar-lock{display:none}.swiper-zoom-container{width:100%;height:100%;display:flex;justify-content:center;align-items:center;text-align:center}.swiper-zoom-container>canvas,.swiper-zoom-container>img,.swiper-zoom-container>svg{max-width:100%;max-height:100%;object-fit:contain}.swiper-slide-zoomed{cursor:move}.swiper-lazy-preloader{width:42px;height:42px;position:absolute;left:50%;top:50%;margin-left:-21px;margin-top:-21px;z-index:10;transform-origin:50%;box-sizing:border-box;border:4px solid var(--swiper-preloader-color,var(--swiper-theme-color));border-radius:50%;border-top-color:transparent}.swiper-watch-progress .swiper-slide-visible .swiper-lazy-preloader,.swiper:not(.swiper-watch-progress) .swiper-lazy-preloader{animation:swiper-preloader-spin 1s infinite linear}.swiper-lazy-preloader-white{--swiper-preloader-color:#fff}.swiper-lazy-preloader-black{--swiper-preloader-color:#000}@keyframes swiper-preloader-spin{0%{transform:rotate(0deg)}100%{transform:rotate(360deg)}}.swiper .swiper-notification{position:absolute;left:0;top:0;pointer-events:none;opacity:0;z-index:-1000}.swiper-free-mode>.swiper-wrapper{transition-timing-function:ease-out;margin:0 auto}.swiper-grid>.swiper-wrapper{flex-wrap:wrap}.swiper-grid-column>.swiper-wrapper{flex-wrap:wrap;flex-direction:column}.swiper-fade.swiper-free-mode .swiper-slide{transition-timing-function:ease-out}.swiper-fade .swiper-slide{pointer-events:none;transition-property:opacity}.swiper-fade .swiper-slide .swiper-slide{pointer-events:none}.swiper-fade .swiper-slide-active,.swiper-fade .swiper-slide-active .swiper-slide-active{pointer-events:auto}.swiper-cube{overflow:visible}.swiper-cube .swiper-slide{pointer-events:none;-webkit-backface-visibility:hidden;backface-visibility:hidden;z-index:1;visibility:hidden;transform-origin:0 0;width:100%;height:100%}.swiper-cube .swiper-slide .swiper-slide{pointer-events:none}.swiper-cube.swiper-rtl .swiper-slide{transform-origin:100% 0}.swiper-cube .swiper-slide-active,.swiper-cube .swiper-slide-active .swiper-slide-active{pointer-events:auto}.swiper-cube .swiper-slide-active,.swiper-cube .swiper-slide-next,.swiper-cube .swiper-slide-next+.swiper-slide,.swiper-cube .swiper-slide-prev{pointer-events:auto;visibility:visible}.swiper-cube .swiper-slide-shadow-bottom,.swiper-cube .swiper-slide-shadow-left,.swiper-cube .swiper-slide-shadow-right,.swiper-cube .swiper-slide-shadow-top{z-index:0;-webkit-backface-visibility:hidden;backface-visibility:hidden}.swiper-cube .swiper-cube-shadow{position:absolute;left:0;bottom:0px;width:100%;height:100%;opacity:.6;z-index:0}.swiper-cube .swiper-cube-shadow:before{content:'';background:#000;position:absolute;left:0;top:0;bottom:0;right:0;filter:blur(50px)}.swiper-flip{overflow:visible}.swiper-flip .swiper-slide{pointer-events:none;-webkit-backface-visibility:hidden;backface-visibility:hidden;z-index:1}.swiper-flip .swiper-slide .swiper-slide{pointer-events:none}.swiper-flip .swiper-slide-active,.swiper-flip .swiper-slide-active .swiper-slide-active{pointer-events:auto}.swiper-flip .swiper-slide-shadow-bottom,.swiper-flip .swiper-slide-shadow-left,.swiper-flip .swiper-slide-shadow-right,.swiper-flip .swiper-slide-shadow-top{z-index:0;-webkit-backface-visibility:hidden;backface-visibility:hidden}.swiper-creative .swiper-slide{-webkit-backface-visibility:hidden;backface-visibility:hidden;overflow:hidden;transition-property:transform,opacity,height}.swiper-cards{overflow:visible}.swiper-cards .swiper-slide{transform-origin:center bottom;-webkit-backface-visibility:hidden;backface-visibility:hidden;overflow:hidden}
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static/assets/css/main.css ADDED
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1
+ body {
2
+ font-family: -apple-system, BlinkMacSystemFont, Segoe UI, Roboto, Oxygen,
3
+ Ubuntu, Cantarell, Fira Sans, Droid Sans, Helvetica Neue, sans-serif;
4
+ -webkit-font-smoothing: antialiased;
5
+ background-color: #f8f8f8;
6
+ }
7
+
8
+ /* Global button style */
9
+ .button {
10
+ font-family: inherit;
11
+ text-align: center;
12
+ cursor: pointer;
13
+ border: none;
14
+ text-decoration: none;
15
+ outline: none;
16
+ color: #ffffff;
17
+ background-color: rgb(0, 120, 212);
18
+ padding: 0.5rem 1.2rem;
19
+ border-radius: 2px;
20
+ font-size: 1rem;
21
+ min-width: 6rem;
22
+ }
23
+
24
+ .button:hover {
25
+ background-color: rgb(16, 110, 190);
26
+ }
27
+
28
+ .button.disabled {
29
+ pointer-events: none;
30
+ background-color: #cccccc;
31
+ color: #666666;
32
+ }
33
+
34
+ /* Main section */
35
+
36
+ .main {
37
+ box-sizing: border-box;
38
+ display: flex;
39
+ flex-direction: column;
40
+ align-items: center;
41
+ }
42
+
43
+ .main .title h3 {
44
+ font-size: 2.3rem;
45
+ font-weight: 300;
46
+ margin: 0.8rem 0;
47
+ }
48
+
49
+ .hidden {
50
+ display: none;
51
+ }
52
+
53
+ .reveal {
54
+ opacity: 0;
55
+ }
56
+
57
+ .reveal:hover {
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+ opacity: 0.2;
59
+ }
60
+
61
+ /* Upload box */
62
+ .upload-box {
63
+ font-size: 0.8rem;
64
+ color: #666666;
65
+ cursor: pointer;
66
+ width: 16rem;
67
+ height: 10rem;
68
+ background: #fff;
69
+ border: 0.1rem dashed #838388;
70
+ border-radius: 0.4rem;
71
+ display: flex;
72
+ justify-content: center;
73
+ align-items: center;
74
+ flex-direction: column;
75
+ margin: 1rem 0 2rem 0;
76
+ }
77
+
78
+ .upload-box.dragover {
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+ /* background-color: grey; */
80
+ color: #eeeeee;
81
+ border: 0.1rem solid rgb(0, 120, 212);
82
+ box-shadow: inset 0 0 0 0.1rem rgb(0, 120, 212);
83
+ }
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+
85
+ .upload-box:hover {
86
+ border-color: rgb(0, 120, 212);
87
+ }
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+
89
+ .upload-box #image-preview {
90
+ max-width: 14rem;
91
+ max-height: 8rem;
92
+ box-shadow: 0 4px 4px 0 rgba(0, 0, 0, 0.2), 0 6px 10px 0 rgba(0, 0, 0, 0.19);
93
+ }
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+
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+ #image-result {
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+ box-shadow: 0 4px 8px 0 rgba(0, 0, 0, 0.2), 0 6px 20px 0 rgba(0, 0, 0, 0.19);
97
+ max-height: 20rem;
98
+ }
99
+
100
+ #image-box {
101
+ position: relative;
102
+ width: auto;
103
+ float: left;
104
+ margin-bottom: 2rem;
105
+ }
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+
107
+ #image-display {
108
+ box-shadow: 0 4px 8px 0 rgba(0, 0, 0, 0.2), 0 6px 20px 0 rgba(0, 0, 0, 0.19);
109
+ max-height: 20rem;
110
+ }
111
+
112
+ #image-display.loading {
113
+ filter: brightness(30%);
114
+ }
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+
116
+ #pred-result {
117
+ color: white;
118
+ font-size: 1.5rem;
119
+ position: absolute;
120
+ top: 50%;
121
+ left: 50%;
122
+ transform: translate(-50%, -50%);
123
+ }
124
+
125
+ #pred-probability {
126
+ color: white;
127
+ font-size: 1.5rem;
128
+ position: absolute;
129
+ top: 40%;
130
+ left: 50%;
131
+ transform: translate(-50%, -50%);
132
+ }
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+
134
+ #pred-probability::after {
135
+ content: " %";
136
+ }
137
+
138
+ #loader {
139
+ position: absolute;
140
+ top: 50%;
141
+ left: 50%;
142
+ transform: translate(-50%, -50%);
143
+ z-index: 10;
144
+ margin: 0 auto;
145
+ }
146
+
147
+ /* Animation */
148
+ #spinner {
149
+ box-sizing: border-box;
150
+ stroke: #cccccc;
151
+ stroke-width: 3px;
152
+ transform-origin: 50%;
153
+ animation: line 1.6s cubic-bezier(0.4, 0, 0.2, 1) infinite,
154
+ rotate 1.6s linear infinite;
155
+ }
156
+ @keyframes rotate {
157
+ from {
158
+ transform: rotate(0);
159
+ }
160
+ to {
161
+ transform: rotate(450deg);
162
+ }
163
+ }
164
+ @keyframes line {
165
+ 0% {
166
+ stroke-dasharray: 2, 85.964;
167
+ transform: rotate(0);
168
+ }
169
+ 50% {
170
+ stroke-dasharray: 65.973, 21.9911;
171
+ stroke-dashoffset: 0;
172
+ }
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+ 100% {
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+ stroke-dasharray: 2, 85.964;
175
+ stroke-dashoffset: -65.973;
176
+ transform: rotate(90deg);
177
+ }
178
+ }
179
+
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Git LFS Details

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Git LFS Details

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Git LFS Details

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