Spaces:
Sleeping
Sleeping
Benjamin Coman
commited on
Commit
•
7656535
1
Parent(s):
eab9286
Added app, model and examples.
Browse files- app.py +377 -7
- applocal.ipynb +377 -0
- examples/aqua-aerobics.jpg +0 -0
- examples/barefoot.jpg +0 -0
- examples/boating.jpg +0 -0
- examples/bodyboarding.jpg +0 -0
- examples/bodysurfing.jpg +0 -0
- examples/canoe-polo.jpg +0 -0
- examples/cave-diving.jpg +0 -0
- examples/cruising.jpg +0 -0
- examples/dragon-boat-racing.jpg +0 -0
- examples/fin-swimming.jpg +0 -0
- examples/fishing.jpg +0 -0
- examples/flyboard.jpg +0 -0
- examples/free-diving.jpg +0 -0
- examples/ice-diving.jpg +0 -0
- examples/jet-boat-racing.jpg +0 -0
- examples/kayaking.jpg +0 -0
- examples/kite-boarding.jpg +0 -0
- examples/mermaiding.jpg +0 -0
- examples/outrigger.jpg +0 -0
- examples/paddleboarding.jpg +0 -0
- examples/parasailing.jpg +0 -0
- examples/platform-diving.jpg +0 -0
- examples/rowing.jpg +0 -0
- examples/sailing.jpg +0 -0
- examples/scuba-diving.jpg +0 -0
- examples/snorkeling.jpg +0 -0
- examples/spear-fishing.jpg +0 -0
- examples/stone-skipping.jpg +0 -0
- examples/surfing.jpg +0 -0
- examples/swimming.jpg +0 -0
- examples/synchronised-swimming.jpg +0 -0
- examples/tubing.jpg +0 -0
- examples/water-polo.jpg +0 -0
- examples/water-skiing.jpg +0 -0
- examples/white-water-rafting.jpg +0 -0
- examples/wreck-diving.jpg +0 -0
- watersports.pkl +3 -0
app.py
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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"id": "1587b6c6",
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"metadata": {},
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"outputs": [],
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"source": [
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"from fastai.vision.all import *\n",
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"import gradio as gr\n",
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"\n",
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"#def is_cat(x): return x[0].isupper()\n",
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"\n",
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"learn = load_learner('watersports.pkl')\n",
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"#learn.dls.vocab"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 27,
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"id": "066f65b3",
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Running on local URL: http://127.0.0.1:7873/\n",
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"\n",
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"To create a public link, set `share=True` in `launch()`.\n"
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" 'http://127.0.0.1:7873/',\n",
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|
283 |
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|
284 |
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|
285 |
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|
286 |
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|
287 |
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|
288 |
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"<style>\n",
|
289 |
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|
290 |
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" progress {\n",
|
291 |
+
" /* gets rid of default border in Firefox and Opera. */\n",
|
292 |
+
" border: none;\n",
|
293 |
+
" /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
|
294 |
+
" background-size: auto;\n",
|
295 |
+
" }\n",
|
296 |
+
" .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
|
297 |
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" background: #F44336;\n",
|
298 |
+
" }\n",
|
299 |
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"</style>\n"
|
300 |
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],
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301 |
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|
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|
304 |
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|
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|
306 |
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"output_type": "display_data"
|
307 |
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},
|
308 |
+
{
|
309 |
+
"data": {
|
310 |
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"text/html": [],
|
311 |
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"text/plain": [
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|
313 |
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|
314 |
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|
315 |
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"metadata": {},
|
316 |
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"output_type": "display_data"
|
317 |
+
}
|
318 |
+
],
|
319 |
+
"source": [
|
320 |
+
"categories = learn.dls.vocab\n",
|
321 |
+
"\n",
|
322 |
+
"def classify_image(img):\n",
|
323 |
+
" pred,idx,probs = learn.predict(img)\n",
|
324 |
+
" return( dict(zip(categories, map(float,probs))))\n",
|
325 |
+
"\n",
|
326 |
+
"image = gr.inputs.Image(shape=(192,192))\n",
|
327 |
+
"label = gr.outputs.Label()\n",
|
328 |
+
"examples = './examples'\n",
|
329 |
+
"\n",
|
330 |
+
"iface = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)\n",
|
331 |
+
"iface.launch(inline=False)"
|
332 |
+
]
|
333 |
+
},
|
334 |
+
{
|
335 |
+
"cell_type": "code",
|
336 |
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"execution_count": null,
|
337 |
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"id": "5c2b5daa",
|
338 |
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"metadata": {},
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339 |
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"outputs": [],
|
340 |
+
"source": []
|
341 |
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}
|
342 |
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],
|
343 |
+
"metadata": {
|
344 |
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"kernelspec": {
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345 |
+
"display_name": "Python [conda env:root] *",
|
346 |
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"language": "python",
|
347 |
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"name": "conda-root-py"
|
348 |
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},
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349 |
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"language_info": {
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350 |
+
"codemirror_mode": {
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351 |
+
"name": "ipython",
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352 |
+
"version": 3
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353 |
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},
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354 |
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"file_extension": ".py",
|
355 |
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"mimetype": "text/x-python",
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356 |
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"name": "python",
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357 |
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"nbconvert_exporter": "python",
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358 |
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"pygments_lexer": "ipython3",
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359 |
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"version": "3.9.10"
|
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},
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361 |
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"toc": {
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362 |
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"base_numbering": 1,
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363 |
+
"nav_menu": {},
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364 |
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"number_sections": true,
|
365 |
+
"sideBar": true,
|
366 |
+
"skip_h1_title": false,
|
367 |
+
"title_cell": "Table of Contents",
|
368 |
+
"title_sidebar": "Contents",
|
369 |
+
"toc_cell": false,
|
370 |
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"toc_position": {},
|
371 |
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"toc_section_display": true,
|
372 |
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"toc_window_display": false
|
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},
|
375 |
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"nbformat": 4,
|
376 |
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"nbformat_minor": 5
|
377 |
+
}
|
applocal.ipynb
ADDED
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|
|
1 |
+
{
|
2 |
+
"cells": [
|
3 |
+
{
|
4 |
+
"cell_type": "code",
|
5 |
+
"execution_count": 1,
|
6 |
+
"id": "1587b6c6",
|
7 |
+
"metadata": {},
|
8 |
+
"outputs": [],
|
9 |
+
"source": [
|
10 |
+
"from fastai.vision.all import *\n",
|
11 |
+
"import gradio as gr\n",
|
12 |
+
"\n",
|
13 |
+
"#def is_cat(x): return x[0].isupper()\n",
|
14 |
+
"\n",
|
15 |
+
"learn = load_learner('watersports.pkl')\n",
|
16 |
+
"#learn.dls.vocab"
|
17 |
+
]
|
18 |
+
},
|
19 |
+
{
|
20 |
+
"cell_type": "code",
|
21 |
+
"execution_count": 27,
|
22 |
+
"id": "066f65b3",
|
23 |
+
"metadata": {},
|
24 |
+
"outputs": [
|
25 |
+
{
|
26 |
+
"name": "stdout",
|
27 |
+
"output_type": "stream",
|
28 |
+
"text": [
|
29 |
+
"Running on local URL: http://127.0.0.1:7873/\n",
|
30 |
+
"\n",
|
31 |
+
"To create a public link, set `share=True` in `launch()`.\n"
|
32 |
+
]
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"data": {
|
36 |
+
"text/plain": [
|
37 |
+
"(<fastapi.applications.FastAPI at 0x7f9a58a15a60>,\n",
|
38 |
+
" 'http://127.0.0.1:7873/',\n",
|
39 |
+
" None)"
|
40 |
+
]
|
41 |
+
},
|
42 |
+
"execution_count": 27,
|
43 |
+
"metadata": {},
|
44 |
+
"output_type": "execute_result"
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"data": {
|
48 |
+
"text/html": [
|
49 |
+
"\n",
|
50 |
+
"<style>\n",
|
51 |
+
" /* Turns off some styling */\n",
|
52 |
+
" progress {\n",
|
53 |
+
" /* gets rid of default border in Firefox and Opera. */\n",
|
54 |
+
" border: none;\n",
|
55 |
+
" /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
|
56 |
+
" background-size: auto;\n",
|
57 |
+
" }\n",
|
58 |
+
" .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
|
59 |
+
" background: #F44336;\n",
|
60 |
+
" }\n",
|
61 |
+
"</style>\n"
|
62 |
+
],
|
63 |
+
"text/plain": [
|
64 |
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"<IPython.core.display.HTML object>"
|
65 |
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|
66 |
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|
67 |
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"metadata": {},
|
68 |
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"output_type": "display_data"
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"data": {
|
72 |
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"text/html": [],
|
73 |
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"text/plain": [
|
74 |
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"<IPython.core.display.HTML object>"
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75 |
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]
|
76 |
+
},
|
77 |
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"metadata": {},
|
78 |
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"output_type": "display_data"
|
79 |
+
},
|
80 |
+
{
|
81 |
+
"data": {
|
82 |
+
"text/html": [
|
83 |
+
"\n",
|
84 |
+
"<style>\n",
|
85 |
+
" /* Turns off some styling */\n",
|
86 |
+
" progress {\n",
|
87 |
+
" /* gets rid of default border in Firefox and Opera. */\n",
|
88 |
+
" border: none;\n",
|
89 |
+
" /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
|
90 |
+
" background-size: auto;\n",
|
91 |
+
" }\n",
|
92 |
+
" .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
|
93 |
+
" background: #F44336;\n",
|
94 |
+
" }\n",
|
95 |
+
"</style>\n"
|
96 |
+
],
|
97 |
+
"text/plain": [
|
98 |
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|
100 |
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|
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|
103 |
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|
104 |
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|
105 |
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112 |
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"output_type": "display_data"
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113 |
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|
114 |
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{
|
115 |
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"data": {
|
116 |
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"text/html": [
|
117 |
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"\n",
|
118 |
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"<style>\n",
|
119 |
+
" /* Turns off some styling */\n",
|
120 |
+
" progress {\n",
|
121 |
+
" /* gets rid of default border in Firefox and Opera. */\n",
|
122 |
+
" border: none;\n",
|
123 |
+
" /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
|
124 |
+
" background-size: auto;\n",
|
125 |
+
" }\n",
|
126 |
+
" .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
|
127 |
+
" background: #F44336;\n",
|
128 |
+
" }\n",
|
129 |
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"</style>\n"
|
130 |
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],
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131 |
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"text/plain": [
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132 |
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136 |
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|
137 |
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138 |
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139 |
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140 |
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146 |
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|
147 |
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148 |
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|
149 |
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"data": {
|
150 |
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"text/html": [
|
151 |
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"\n",
|
152 |
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"<style>\n",
|
153 |
+
" /* Turns off some styling */\n",
|
154 |
+
" progress {\n",
|
155 |
+
" /* gets rid of default border in Firefox and Opera. */\n",
|
156 |
+
" border: none;\n",
|
157 |
+
" /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
|
158 |
+
" background-size: auto;\n",
|
159 |
+
" }\n",
|
160 |
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" .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
|
161 |
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" background: #F44336;\n",
|
162 |
+
" }\n",
|
163 |
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|
164 |
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|
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170 |
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|
171 |
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172 |
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174 |
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181 |
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|
182 |
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|
183 |
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|
184 |
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"text/html": [
|
185 |
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"\n",
|
186 |
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"<style>\n",
|
187 |
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" /* Turns off some styling */\n",
|
188 |
+
" progress {\n",
|
189 |
+
" /* gets rid of default border in Firefox and Opera. */\n",
|
190 |
+
" border: none;\n",
|
191 |
+
" /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
|
192 |
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" background-size: auto;\n",
|
193 |
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" }\n",
|
194 |
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" .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
|
195 |
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" background: #F44336;\n",
|
196 |
+
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|
197 |
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|
198 |
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|
199 |
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200 |
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201 |
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202 |
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|
205 |
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206 |
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|
207 |
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208 |
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209 |
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213 |
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214 |
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215 |
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216 |
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217 |
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218 |
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219 |
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examples/aqua-aerobics.jpg
ADDED
examples/barefoot.jpg
ADDED
examples/boating.jpg
ADDED
examples/bodyboarding.jpg
ADDED
examples/bodysurfing.jpg
ADDED
examples/canoe-polo.jpg
ADDED
examples/cave-diving.jpg
ADDED
examples/cruising.jpg
ADDED
examples/dragon-boat-racing.jpg
ADDED
examples/fin-swimming.jpg
ADDED
examples/fishing.jpg
ADDED
examples/flyboard.jpg
ADDED
examples/free-diving.jpg
ADDED
examples/ice-diving.jpg
ADDED
examples/jet-boat-racing.jpg
ADDED
examples/kayaking.jpg
ADDED
examples/kite-boarding.jpg
ADDED
examples/mermaiding.jpg
ADDED
examples/outrigger.jpg
ADDED
examples/paddleboarding.jpg
ADDED
examples/parasailing.jpg
ADDED
examples/platform-diving.jpg
ADDED
examples/rowing.jpg
ADDED
examples/sailing.jpg
ADDED
examples/scuba-diving.jpg
ADDED
examples/snorkeling.jpg
ADDED
examples/spear-fishing.jpg
ADDED
examples/stone-skipping.jpg
ADDED
examples/surfing.jpg
ADDED
examples/swimming.jpg
ADDED
examples/synchronised-swimming.jpg
ADDED
examples/tubing.jpg
ADDED
examples/water-polo.jpg
ADDED
examples/water-skiing.jpg
ADDED
examples/white-water-rafting.jpg
ADDED
examples/wreck-diving.jpg
ADDED
watersports.pkl
ADDED
@@ -0,0 +1,3 @@
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